Study shows that computer analysis of clinical laboratory test results has improved greatly in recent years
Studies using “big data” continue to show how combining different types of healthcare information can generate insights not available with smaller datasets. In this case, researchers at Washington University School of Medicine (WashU Medicine), St. Louis, Mo., determined that—by using the results from nine different types of clinical laboratory tests—they could correlate those test results to younger people who had “aged faster” and had developed cancer earlier than usual, according to CNN.
“Accumulating evidence suggests that the younger generations may be aging more swiftly than anticipated, likely due to earlier exposure to various risk factors and environmental insults. However, the impact of accelerated aging on early-onset cancer development remains unclear,” said Ruiyi Tian, PhD candidate at WashU Medicine’s Yin Cao Lab in an American Association for Cancer Research (AACR) news release.
The scientists presented their findings, which have not yet been published, at the AACR’s annual meeting held in April. Tian and the other researchers “hypothesized that increased biological age, indicative of accelerated aging, may contribute to the development of early-onset cancers, often defined as cancers diagnosed in adults younger than 55 years. In contrast to chronological age—which measures how long a person has been alive—biological age refers to the condition of a person’s body and physiological processes and is considered modifiable,” AACR noted in a news release.
“We all know cancer is an aging disease. However, it is really coming to a younger population. So, whether we can use the well-developed concept of biological aging to apply that to the younger generation is a really untouched area,” Yin Cao, ScD MPH (above), associate professor of surgery and associate professor of medicine at Washington University School of Medicine in St. Louis, and senior author of the study, told CNN. Analysis of clinical laboratory test results using computer algorithms continues to show value for new research into deadly diseases. (Photo copyright: Washington University.)
Lab Tests Share Insights about Aging
To acquire the data they needed for their research, the WashU Medicine scientists turned to the UK Biobank, a biomedical and research resource with genetic and health information on half a million UK residents.
The researchers reviewed the medical records of 148,724 biobank participants, age 37 to 54, focusing on nine blood-based biomarkers that “have been shown to correlate with biological age,” CNN reported. Those biomarkers are:
White blood cells: counts in “the high end of the normal range” may relate to “greater age.”
According to CNN, the researchers “plugged” the nine values into an algorithm called PhenoAge. Using the algorithm they compared the biological ages with each person’s actual chronological age to determine “accelerated aging.” They then consulted cancer registries to capture data on those in the study who were diagnosed with cancer before age 55. They found 3,200 cases.
Young Adults Aging Faster than Earlier Generations
According to the AACR news release, the WashU Medicine study found that:
“Individuals born in or after 1965 had a 17% higher likelihood of accelerated aging than those born between 1950 and 1954.
“Each standard deviation increase in accelerated aging was associated with a 42% increased risk of early-onset lung cancer, a 22% increased risk of early-onset gastrointestinal cancer, and a 36% increased risk of early-onset uterine cancer.
“Accelerated aging did not significantly impact the risk of late-onset lung cancer (defined here as cancer diagnosed after age 55), but it was associated with a 16% and 23% increased risk of late-onset gastrointestinal and uterine cancers, respectively.”
“We speculate that common pathways, such as chronic inflammation and cellular senescence, may link accelerated aging to the development of early-onset cancers,” the study’s principal investigator Yin Cao, ScD, MPH, associate professor of surgery and associate professor of medicine at WashU Medicine, told The Hill.
“Historically, both cancer and aging have been viewed primarily as concerns for older populations. The realization that cancer, and now aging, are becoming significant issues for younger demographics over the past decades was unexpected,” Tian told Fox News.
More Screenings, Further Analysis
The study’s results may suggest a change in clinical laboratory screenings for younger people.
In future studies, WashU Medicine scientists may aim to include groups of greater diversity and explore why people are aging faster and have risk of early-onset cancers.
“There is room to improve using better technologies. Looking at the bigger picture, the aging concept can be applied to younger people to include cancers, cardiovascular disease, and diabetes,” Cao told Discover Magazine.
While more research is needed, use of the UK’s Biobank of healthcare data—including clinical laboratory test results—enabled the WashU Medicine researchers to determine that accelerated aging among young adults is happening with some regularity. This shows that capabilities in computer analysis are gaining more refined capabilities and are able to tease out insights impossible to achieve with earlier generations of analytical software.
These findings should inspire clinical laboratory professionals and pathologists to look for opportunities to collaborate in healthcare big data projects involving their patients and the communities they serve.
Predicted steady increase in the number of new cancer cases globally will stress pathologist and clinical laboratories to process specimens and issue timely cancer diagnoses to referring physicians and patients
In many nations today, it is recognized that the demand for cancer testing services outstrips the capacity of anatomic pathology laboratories to perform cancer testing in a timely manner. Now a new report published in CA, a journal of the American Cancer Society, estimates that the number of new cancers globally will increase substantially during the next few decades.
With today’s cancer diagnostic technologies and standards of practice, it is anatomic pathologists who will typically receive biopsies or patient specimens, perform the tests, and confirm/report whether a patient has cancer. Thus, this new report projecting that the disease will grow 77% to 35 million cases by the year 2050 should be of interest to pathology groups and clinical laboratories worldwide.
The report is a collaboration between the World Health Organization’s International Agency for Research on Cancer (WHO/IARC) and the American Cancer Society (ACS). The report called for “global escalation of cancer control measures” and paying close attention to risk factors such as smoking, obesity, and infections, according to an IARC statement.
Unfortunately, the news about increasing cancer cases comes at a time when worldwide demand for pathologists already far exceeds available supply.
“The impact of this increase will not be felt evenly across countries of different HDI [human development index] levels. Those who have the fewest resources to manage their cancer burdens will bear the brunt of the global cancer burden,” said epidemiology of cancer researcher Freddie Bray, PhD (above), Head of the Cancer Surveillance Branch at the IARC in Lyon, France, in a press release. Bray “specializes in estimating the global cancer burden and predicting future trends,” according to the organization’s website. He also “leads the Global Initiative for Cancer Registry Development (GICR), which is aimed at expanding the coverage and quality of population-based cancer registries in low- and middle-income countries.” Clinical laboratories and anatomic pathologists in the United States and abroad would be wise to keep an eye on the coming cancer burden. (Photo copyright: IARC.)
Top Diagnosed Cancers
To complete their study, the WHO/IARC researchers tapped GLOBOCAN [Global Cancer Observatory] estimates of cancer incidence and mortality, the disease’s geographical variability, and predictions based on global demographic projections.
The 10 most frequently diagnosed cancers for men and women (combined) by percent of cancer sites and number of new cases in 2022 include:
For women, the cancer most often diagnosed was at the breast site. It was also the leading cause of death from cancer, the CA study noted, adding that lung and colorectal cancer cases and deaths in women followed breast cancer.
For men, lung cancer was the top cancer diagnosed in terms of cases and deaths, ahead of prostate and colorectal cancer for new cases.
Geographic HDI Affects Cancer of Citizens
The geographic areas with the highest distribution of new cancer cases and mortality rates in 2022, according to the CA paper, are:
Asia: 49.2% of cases, 56.1% of deaths.
Africa: 5.9% of cases, 7.8% of deaths.
Oceania: 1.4% of cases, 0.8% of deaths.
Euro: 22.4% of cases, 20.4% of deaths.
Americas: 21.2% of cases, 14.9% of deaths.
The WHO/IARC report also associated a country’s human development index (HDI)—a measure of health, longevity, and standard of living—with the likelihood of its residents developing cancer, USA Today reported.
“From a global perspective, the risk of developing cancer tends to increase with increasing HDI level. For example, the cumulative risk of men developing cancer before age of 75 years in 2022 ranged from approximately 10% in low HDI settings to over 30% in very high HDI settings,” the researchers wrote in their CA paper.
This suggests that a lack of resources to diagnose and treat cancer can hinder response and treatment.
In a news release, the WHO pointed out examples of what it termed “striking cancer inequity by HDI.”
“Women in lower HDI countries are 50% less likely to be diagnosed with breast cancer than women in high HDI countries, yet they are at much higher risk of dying of the disease due to late diagnosis and inadequate access to quality treatment,” said medical epidemiologist Isabelle Soerjomataram, MD, PhD, Deputy Head of the Cancer Surveillance Branch, WHO/IARC, in the news release.
Additionally, lung cancer-related resources were four to seven times more likely to be offered in a high-income country than a lower-income country, the WHO noted.
“WHO’s new global survey sheds light on major inequalities and lack of financial protection for cancer around the world, with populations—especially in lower income countries—unable to access the basics of cancer care,” said Bente Mikkelsen, MD, Director of the WHO’s Department of Noncommunicable Diseases, in the news release.
Current State of Pathology Demand
Is the pathology industry prepared for a global cancer burden? Hardly.
In “Examining the Worldwide Pathologist Shortage,” Dark Daily’s sister publication The Dark Report found that demand for pathology services is growing faster than the number of pathologists available to meet that demand. This is true for the United States and most other nations. Consequently, efforts are underway to more accurately measure the number of pathologists practicing in each country. Early data support the claim of an inadequate number of pathologists.
Thus, aligning clinical laboratory and anatomic pathology resources with cancer projections is especially important in light of the WHO/IARC’s recent report which suggests the number of cancer diagnoses and different types of cancer will increase dramatically in coming years.
The data could be helpful to diagnostic leaders seeking evidence to support training of more anatomic pathologists and expansion of AP laboratories, where cancer is most often confirmed and reported.
Best of all, the researchers say the test could provide an inexpensive means of early diagnosis. This assay could also be used to monitor how well patients respond to cancer therapy, according to a news release.
The protein had previously been identified as a promising biomarker and is readily detectable in tumor tissue, they wrote. However, it is found in extremely low concentrations in blood plasma and is “well below detection limits of conventional clinical laboratory methods,” they noted.
To overcome that obstacle, they employed an ultra-sensitive immunoassay known as a Simoa (Single-Molecule Array), an immunoassay platform for measuring fluid biomarkers.
“We were shocked by how well this test worked in detecting the biomarker’s expression across cancer types,” said lead study author gastroenterologist Martin Taylor, MD, PhD, Instructor in Pathology, Massachusetts General Hospital and Harvard Medical School, in the press release. “It’s created more questions for us to explore and sparked interest among collaborators across many institutions.”
“We’ve known since the 1980s that transposable elements were active in some cancers, and nearly 10 years ago we reported that ORF1p was a pervasive cancer biomarker, but, until now, we haven’t had the ability to detect it in blood tests,” said pathologist and study co-author Kathleen Burns, MD, PhD (above), Chair of the Department of Pathology at Dana-Farber Cancer Institute and a Professor of Pathology at Harvard Medical School, in a press release. “Having a technology capable of detecting ORF1p in blood opens so many possibilities for clinical applications.” Clinical laboratories may soon have a new blood test to detect multiple types of cancer. (Photo copyright: Dana-Farber Cancer Institute.)
Simoa’s Advantages
In their press release, the researchers described ORF1p as “a hallmark of many cancers, particularly p53-deficient epithelial cancers,” a category that includes lung, breast, prostate, uterine, pancreatic, and head and neck cancers in addition to the cancers noted above.
“Pervasive expression of ORF1p in carcinomas, and the lack of expression in normal tissues, makes ORF1p unlike other protein biomarkers which have normal expression levels,” Taylor said in the press release. “This unique biology makes it highly specific.”
Simoa was developed at the laboratory of study co-author David R. Walt, PhD, the Hansjörg Wyss Professor of Bioinspired Engineering at Harvard Medical School, and Professor of Pathology at Harvard Medical School and Brigham and Women’s Hospital.
The Simoa technology “enables 100- to 1,000-fold improvements in sensitivity over conventional enzyme-linked immunosorbent assay (ELISA) techniques, thus opening the window to measuring proteins at concentrations that have never been detected before in various biological fluids such as plasma or saliva,” according to the Walt Lab website.
Simoa assays take less than two hours to run and require less than $3 in consumables. They are “simple to perform, scalable, and have clinical-grade coefficients of variation,” the researchers wrote.
Study Results
Using the first generation of the ORF1p Simoa assay, the researchers tested blood samples of patients with a variety of cancers along with 406 individuals, regarded as healthy, who served as controls. The test proved to be most effective among patients with colorectal and ovarian cancer, finding detectable levels of ORF1p in 58% of former and 71% of the latter. Detectable levels were found in patients with advanced-stage as well as early-stage disease, the researchers wrote in Cancer Discovery.
Among the 406 healthy controls, the test found detectable levels of ORF1p in only five. However, the control with the highest detectable levels, regarded as healthy when donating blood, “was six months later found to have prostate cancer and 19 months later found to have lymphoma,” the researchers wrote.
They later reengineered the Simoa assay to increase its sensitivity, resulting in improved detection of the protein in blood samples from patients with colorectal, gastroesophageal, ovarian, uterine, and breast cancers.
The researchers also employed the test on samples from 19 patients with gastroesophageal cancer to gauge its utility for monitoring therapeutic response. Although this was a small sample, they found that among 13 patients who had responded to therapy, “circulating ORF1p dropped to undetectable levels at follow-up sampling.”
“More Work to Be Done”
The Simoa assay has limitations, the researchers acknowledged. It doesn’t identify the location of cancers, and it “isn’t successful in identifying all cancers and their subtypes,” the press release stated, adding that the test will likely be used in conjunction with other early-detection approaches. The researchers also said they want to gauge the test’s accuracy in larger cohorts.
“The test is very specific, but it doesn’t tell us enough information to be used in a vacuum,” Walt said in the news release. “It’s exciting to see the early success of this ultrasensitive assessment tool, but there is more work to be done.”
More studies will be needed to valid these findings. That this promising new multi-cancer immunoassay is based on a clinical laboratory blood sample means its less invasive and less painful for patients. It’s a good example of an assay that takes a proteomic approach looking for protein cancer biomarkers rather than the genetic approach looking for molecular DNA/RNA biomarkers of cancer.
Scientists believe useful new clinical laboratory assays could be developed by better understanding the huge number of ‘poorly researched’ genes and the proteins they build
Researchers have added a new “-ome” to the long list of -omes. The new -ome is the “unknome.” This is significant for clinical laboratory managers because it is part of an investigative effort to better understand the substantial number of genes, and the proteins they build, that have been understudied and of which little is known about their full function.
The Unknome Database includes “thousands of understudied proteins encoded by genes in the human genome, whose existence is known but whose functions are mostly not,” according to a news release.
The database, which is available to the public and which can be customized by the user, “ranks proteins based on how little is known about them,” the PLOS Biology paper notes.
It should be of interest to pathologists and clinical laboratory scientists. The fruit of this research may identify additional biomarkers useful in diagnosis and for guiding decisions on how to treat patients.
“These uncharacterized genes have not deserved their neglect,” said Sean Munro, PhD (above), MRC Laboratory of Molecular Biology in Cambridge, England, in a press release. “Our database provides a powerful, versatile and efficient platform to identify and select important genes of unknown function for analysis, thereby accelerating the closure of the gap in biological knowledge that the unknome represents.” Clinical laboratory scientists may find the Unknome Database intriguing and useful. (Photo copyright: Royal Society.)
Risk of Ignoring Understudied Proteins
Proteomics (the study of proteins) is a rapidly advancing area of clinical laboratory testing. As genetic scientists learn more about proteins and their functions, diagnostics companies use that information to develop new assays. But did you know that researchers tend to focus on only a small fraction of the total number of protein-coding DNA sequences contained in the human genome?
The study of proteomics is primarily interested in the part of the genome that “contains instructions for building proteins … [which] are essential for development, growth, and reproduction across the entire body,” according to Scientific American. These are all protein-coding genes.
Proteomics estimates that there are more than two million proteins in the human body, which are coded for 20,000 to 25,000 genes, according to All the Science.
To build their database, the MRC researchers ranked the “unknome” proteins by how little is known about their functions in cellular processes. When they tested the database, they found some of these less-researched proteins important to biological functions such as development and stress resistance.
“The role of thousands of human proteins remains unclear and yet research tends to focus on those that are already well understood,” said Sean Munro, PhD, MRC Laboratory of Molecular Biology in Cambridge, England, in the news release. “To help address this we created an Unknome database that ranks proteins based on how little is known about them, and then performed functional screens on a selection of these mystery proteins to demonstrate how ignorance can drive biological discovery.”
In the paper, they acknowledged the human genome encodes about 20,000 proteins, and that the application of transcriptomics and proteomics has “confirmed that most of these new proteins are expressed, and the function of many of them has been identified.
“However,” the authors added, “despite over 20 years of extensive effort, there are also many others that still have no known function.”
They also recognized limited resources for research and that a preference for “relative safety” and “well-established fields” are likely holding back discoveries.
The researchers note “significant” risks to continually ignoring unexplored proteins, which may have roles in cell processes, serve as targets for therapies, and be associated with diseases as well as being “eminently druggable,” Genetic Engineering News reported.
Setting up the Unknome Database
To develop the Unknome Database, the researchers first turned to what has already come to fruition. They gave each protein in the human genome a “knownness” score based on review of existing information about “function, conservation across species, subcellular localization, and other factors,” Interesting Engineering reported.
It turns out, 3,000 groups of proteins (805 with a human protein) scored zero, “showing there’s still much to learn within the human genome,” Science News stated, adding that the Unknome Database catalogues more than 13,000 protein groups and nearly two million proteins.
The researchers then tested the database by using it to determine what could be learned about 260 “mystery” genes in humans that are also present in Drosophila (small fruit flies).
“We used the Unknome Database to select 260 genes that appeared both highly conserved and particularly poorly understood, and then applied functional assays in whole animals that would be impractical at genome-wide scale,” the researchers wrote in PLOS Biology.
“We initially selected all genes that had a knownness score of ≤1.0 and are conserved in both humans and flies, as well as being present in at least 80% of available metazoan genome sequences. … After testing for viability, the nonessential genes were then screened with a panel of quantitative assays designed to reveal potential roles in a wide range of biological functions,” they added.
“Our screen in whole organisms reveals that, despite several decades of extensive genetic screens in Drosophila, there are many genes with essential roles that have eluded characterization,” the researchers conclude.
Clinical Laboratory Testing Using the Unknome Database
Future use of the Unknome Database may involve CRISPR technology to explore functions of unknown genes, according to the PLOS Biology paper.
Munro told Science News the research team may work with other research efforts aimed at understanding “mysterious proteins,” such as the Understudied Proteins Initiative.
The Unknome Database’s ability to be customized by others means researchers can create their own “knownness” scores as it applies to their studies. Thus, the database could be a resource in studies of treatments or medications to fight diseases, Chemistry World noted.
According to a statement prepared for Healthcare Dive by SomaLogic, a Boulder, Colorado-based protein biomarker company, diagnostic tests that measure proteins can be applied to diseases and conditions such as:
“The 27-protein model has potential as a ‘universal’ surrogate end point for cardiovascular risk,” the researchers wrote in Science Translational Medicine.
Proteomics definitely has its place in clinical laboratory testing. The development of MRC-LMB’s Unknome Database will help researchers’ increase their knowledge about the functions of more proteins which should in turn lead to new diagnostic assays for labs.
Clinical laboratories and pathologists should expect to receive increase referrals from oncologists with younger patients
More people are getting serious cases of cancer at younger and younger ages. So much so that some anatomic pathologists and epidemiologists are using the term “Turbo Cancers” to describe “the recent emergence of aggressive cancers that grow very quickly,” Vigilant News reported.
Cancer continues to be the second leading cause of death in the United States and current trends of the disease appearing in younger populations are causing alarm among medical professionals and scientists.
“Because these cancers have been occurring in people who are too young to get them, basically, compared to the normal way it works, they’ve been designated as turbo cancers,” Harvey Risch, MD, PhD, Professor Emeritus of Epidemiology in the Department of Epidemiology and Public Health at the Yale School of Public Health and Yale School of Medicine, in an interview with Epoch TV’sAmerican Thought Leaders.
It’s anatomic pathologists who receive the biopsies and analyze them to diagnose the cancer. Thus, they are on the front lines of seeing an increased number of biopsies for younger patients showing up with the types of cancers that normally take many years to grow large enough to be discovered by imaging and lumps leading to biopsy and diagnosis. It’s a medical mystery that may have long term effects on younger populations.
“What clinicians have been seeing is very strange things,” said Harvey Risch, MD, PhD (above), Professor Emeritus of Epidemiology at the Yale School of Public Health and Yale School of Medicine, in an Epoch TV interview. “For example, 25-year-olds with colon cancer, who don’t have family histories of the disease—that’s basically impossible along the known paradigm for how colon cancer works—and other long-latency cancers that they’re seeing in very young people.” Epidemiologists and anatomic pathologists are describing these conditions as “turbo cancers.” (Photo copyright: Yale University.)
Early-Onset Cancer Rates Jump Sharply
According to the federal Centers for Disease Control and Prevention (CDC), about 3.3 million Americans died in 2022, and 607,800 of those deaths were attributed to cancer. This statistic translates to approximately 18.4% of US deaths being due to cancer last year.
An article published in the Journal of the American Medical Association titled, “Patterns in Cancer Incidence among People Younger than 50 Years in the US, 2010 to 2019,” states that the rates of cancer in people under the age of 50 has risen sharply in recent years. The study found that “the incidence rates of early-onset cancer increased from 2010 to 2019. Although breast cancer had the highest number of incident cases, gastrointestinal cancers had the fastest-growing incidence rates among all early-onset cancers.”
The largest increase in cancer diagnoses occurred in people in the 30 to 39-year-old age group. This number represents a jump of almost 20% for the years analyzed for individuals in that demographic. The researchers also found that cancer rates decreased in individuals over the age of 50.
Breast cancer, which increased by about 8% in younger people, accounted for the most diagnoses in this age group. However, the biggest increase was 15% for gastrointestinal cancers, including colon, appendix, bile duct, and pancreatic cancer.
Because cancer can recur or progress, researchers have concerns about what happens to young cancer patients as they grow older and what effect cancer may have on their lives.
“They are at a transitional stage in life,” Chun Chao, PhD, Research Scientist, Division of Epidemiologic Research at Kaiser Permanente, told The Hill. “If you think about it, this is the age when people are trying to establish their independence. Some people are finishing up their education. People are trying to get their first job, just start to establish their career. And people are starting new families and starting to have kids. So, at this particular age, having a cancer diagnosis can be a huge disruption to these goals.”
Sadly, young cancer survivors have a heightened risk of developing a second cancer and a variety of other health conditions, such as cardiovascular diseases and metabolic disorders.
Lifestyle a Factor in Increased Risk for Cancer
“The increase in early-onset cancers is likely associated with the increasing incidence of obesity as well as changes in environmental exposures, such as smoke and gasoline, sleep patterns, physical activity, microbiota, and transient exposure to carcinogenic compounds,” according to the JAMA study.
“Suspected risk factors may involve increasing obesity among children and young adults; also the drastic change in our diet, like increasing consumption of sugar, sweetened beverages, and high fat,” Hyuna Sung, PhD, Cancer Surveillance Researcher at the American Cancer Society, told US News and World Report. “The increase in cancers among young adults has significant implications. It is something we need to consider as a bellwether for future trends.”
“Increased efforts are required to combat the risk factors for early-onset cancer, such as obesity, heavy alcohol consumption, and smoking,” said Daniel Huang, MD, Assistant Professor of Medicine at the National University of Singapore, one of the authors of the study, in the US News and World Report interview.
Other studies also have shown a rise in so-called turbo cancers.
“Cancer as a disease takes a long time to manifest itself from when it starts. From the first cells that go haywire until they grow to be large enough to be diagnosed, or to be symptomatic, can take anywhere from two or three years for the blood cancers—like leukemias and lymphomas—to five years for lung cancer, to 20 years for bladder cancer, or 30 to 35 years for colon cancer, and so on,” Risch told the Epoch Times.
Not the Occurrence Oncologists Expect
“Some of these cancers are so aggressive that between the time that they’re first seen and when they come back for treatment after a few weeks, they’ve grown dramatically compared to what oncologists would have expected,” Risch continued. “This is just not the normal occurrence of how cancer works.”
Risch believes that damage to the immune system is the most likely cause of the rise in turbo cancers. He said the immune system usually recognizes, manages, and disables cancer cells so they cannot progress. However, when the immune system is impaired, cancer cells can multiply to the point where the immune system cannot cope with the number of bad cells.
It is a statistical fact that more people are being diagnosed with serious cases of cancer at younger and younger ages. If this trend continues, clinical laboratories and pathologists can expect to see more oncology case referrals and perform more cancer diagnostic tests for younger patients.
