A Novel Liquid Biopsy Technique for Diagnosis of Cancers in Children
|
By LabMedica International staff writers Posted on 07 Jun 2021 |

Image: Extracting tumor epigenetics from blood (Photo courtesy of Tatjana Hirschmugl)
A novel liquid biopsy technique for cancer diagnosis in pediatric patients detects and quantifies epigenetic signatures based on cell-free DNA (cfDNA) fragmentation patterns.
Liquid biopsy analysis of circulating cfDNA from peripheral blood has emerged as a valuable diagnostic tool in oncology, since sample collection is quick and minimally invasive. In cancer patients, cfDNA consists in part of cancer-derived circulating tumor DNA (ctDNA), and it has been shown that tumor-related genetic and epigenetic alterations can be detected by analyzing cfDNA in cancer patients. As a consequence, cfDNA analysis holds great promise for precision oncology and personalized therapies, and is currently being evaluated in a broad range of clinical studies. However, the use of liquid biopsy for childhood cancers has so far been hampered by the fact that many childhood tumors have few genetic alterations that are detectable in cfDNA.
To improve this situation, investigators at St. Anna Children's Cancer Research Institute (Vienna, Austria) introduced an integrated genetic/epigenetic analysis method and demonstrated its utility on 241 deep whole-genome sequencing profiles of 95 patients with Ewing sarcoma and 31 patients with other pediatric sarcomas. Ewing sarcoma is a type of cancer that may be a bone sarcoma or a soft-tissue sarcoma. Symptoms may include swelling and pain at the site of the tumor, fever, and a bone fracture. Ewing sarcoma occurs most often in teenagers and young adults and represents 2% of childhood cancers.
The method introduced in the current study was based on analysis of the fragmentation patterns of the small DNA fragments leaked by tumors into the blood stream, which reflected the unique epigenetic signature of many childhood cancers.
Results revealed that tumor DNA in the blood of patients with Ewing sarcoma was highly and characteristically fragmented. The investigators identified an Ewing sarcoma-specific epigenetic signature among regional fragmentation patterns across the genome, and presented a bioinformatic method for accurate quantification of these epigenetic signatures in cfDNA. Ultimately, they conducted one of the largest cfDNA sequencing studies for childhood cancer, resulting in a detailed genetic and epigenetic analysis of Ewing sarcoma tumors using liquid biopsies.
"We previously identified unique epigenetic signatures of Ewing sarcoma. We reasoned that these characteristic epigenetic signatures should be preserved in the fragmentation patterns of tumor-derived DNA circulating in the blood. This would provide us with a much-needed marker for early diagnosis and tumor classification using the liquid biopsy concept," said senior author Dr. Eleni Tomazou, principal investigator of the epigenome-based precision medicine group at St. Anna Children's Cancer Research Institute.
The current study unveiled the LIQUORICE algorithm for detecting circulating tumor DNA based on cancer-specific chromatin signatures. "By feeding these machine learning algorithms with our extensive whole genome sequencing data of tumor-derived DNA in the blood stream, the analysis becomes highly sensitive and in many instances outperforms conventional genetic analyses", said Dr. Tomazou. "Right now, most patients receive very high doses of chemotherapy, while some patients may be cured already with a less severe therapy, which would reduce their risk of getting other cancers later in life. There is a real medical need for adaptive clinical trials and personalized treatment of bone tumors in children."
The pediatric liquid biopsy study was published in the May 28, 2021, online edition of the journal Nature Communications.
Related Links:
St. Anna Children's Cancer Research Institute
Liquid biopsy analysis of circulating cfDNA from peripheral blood has emerged as a valuable diagnostic tool in oncology, since sample collection is quick and minimally invasive. In cancer patients, cfDNA consists in part of cancer-derived circulating tumor DNA (ctDNA), and it has been shown that tumor-related genetic and epigenetic alterations can be detected by analyzing cfDNA in cancer patients. As a consequence, cfDNA analysis holds great promise for precision oncology and personalized therapies, and is currently being evaluated in a broad range of clinical studies. However, the use of liquid biopsy for childhood cancers has so far been hampered by the fact that many childhood tumors have few genetic alterations that are detectable in cfDNA.
To improve this situation, investigators at St. Anna Children's Cancer Research Institute (Vienna, Austria) introduced an integrated genetic/epigenetic analysis method and demonstrated its utility on 241 deep whole-genome sequencing profiles of 95 patients with Ewing sarcoma and 31 patients with other pediatric sarcomas. Ewing sarcoma is a type of cancer that may be a bone sarcoma or a soft-tissue sarcoma. Symptoms may include swelling and pain at the site of the tumor, fever, and a bone fracture. Ewing sarcoma occurs most often in teenagers and young adults and represents 2% of childhood cancers.
The method introduced in the current study was based on analysis of the fragmentation patterns of the small DNA fragments leaked by tumors into the blood stream, which reflected the unique epigenetic signature of many childhood cancers.
Results revealed that tumor DNA in the blood of patients with Ewing sarcoma was highly and characteristically fragmented. The investigators identified an Ewing sarcoma-specific epigenetic signature among regional fragmentation patterns across the genome, and presented a bioinformatic method for accurate quantification of these epigenetic signatures in cfDNA. Ultimately, they conducted one of the largest cfDNA sequencing studies for childhood cancer, resulting in a detailed genetic and epigenetic analysis of Ewing sarcoma tumors using liquid biopsies.
"We previously identified unique epigenetic signatures of Ewing sarcoma. We reasoned that these characteristic epigenetic signatures should be preserved in the fragmentation patterns of tumor-derived DNA circulating in the blood. This would provide us with a much-needed marker for early diagnosis and tumor classification using the liquid biopsy concept," said senior author Dr. Eleni Tomazou, principal investigator of the epigenome-based precision medicine group at St. Anna Children's Cancer Research Institute.
The current study unveiled the LIQUORICE algorithm for detecting circulating tumor DNA based on cancer-specific chromatin signatures. "By feeding these machine learning algorithms with our extensive whole genome sequencing data of tumor-derived DNA in the blood stream, the analysis becomes highly sensitive and in many instances outperforms conventional genetic analyses", said Dr. Tomazou. "Right now, most patients receive very high doses of chemotherapy, while some patients may be cured already with a less severe therapy, which would reduce their risk of getting other cancers later in life. There is a real medical need for adaptive clinical trials and personalized treatment of bone tumors in children."
The pediatric liquid biopsy study was published in the May 28, 2021, online edition of the journal Nature Communications.
Related Links:
St. Anna Children's Cancer Research Institute
Latest Molecular Diagnostics News
- Blood-Based Epigenetic Signals Enable Osteosarcoma Disease Monitoring
- Host–Virus Genetic Interactions Drive Nasopharyngeal Cancer Risk
- AI-Enabled Biochip Detects microRNA Biomarkers in Minutes
- Blood Test Detects Early Pancreatic Cancer in High-Risk Patients
- Long-Read RNA Sequencing Platform Improves Rare Disease Diagnosis
- Study Confirms Barrett’s Esophagus as Precursor to Esophageal Cancer
- Ultrasensitive Assay Reveals Previously Undetected Tuberculosis in Hospital Patients
- CE-Marked Blood Test Enables Monitoring of Neuroinflammation in Multiple Sclerosis
- Urine-Based Assay Predicts Severe Dengue Risk Early
- Ultrasensitive Assay Tracks Resistance Mutations MRD Monitoring
- FDA Clears At-Home HPV Test with Extended Genotyping for Cervical Screening
- Extracellular Vesicle RNA Biomarkers Enable Noninvasive IBD Diagnosis and Monitoring
- New Gene Signature Reveals Underdiagnosed Lung Cancer Subtype
- Genome Sequencing Identifies Noncoding Variants Causing Neonatal Diabetes
- Genetic Markers Predict GLP-1 Weight-Loss Response and Side Effects
- Noninvasive Urine Test Predicts Recurrence After BCG in Bladder Cancer
Channels
Clinical Chemistry
view channel
Blood Test Predicts Alzheimer Disease Risk Before Imaging Changes and Symptoms
Alzheimer's disease often advances silently for years, making timely risk stratification difficult in routine practice. Current approaches to detect pathology can involve lumbar puncture or positron emission... Read more
Study Finds ApoB Testing More Effective Than LDL for Guiding Lipid Therapy
Routine blood tests that measure low-density lipoprotein (LDL), commonly known as “bad” cholesterol, are widely used to guide lipid-lowering therapy, but they do not always provide a complete picture of... Read more
AI-Enabled POC Test Quantifies Multiple Cardiac Biomarkers
Cardiovascular diseases are a leading cause of death, responsible for nearly 20 million deaths each year. Timely triage of myocardial infarction and heart failure hinges on rapid cardiac biomarker measurement,... Read moreNext Generation Automated Analyzers Increase Throughput for Clinical Chemistry and Electrolyte Testing
Clinical laboratories continue to face staffing shortages, limited space, and growing test volumes that pressure chemistry and electrolyte workflows. Maintaining rapid turnaround times increasingly depends... Read moreHematology
view channel
Routine Blood Test Parameters Link Anemia to Cancer Risk and Mortality
Anemia detected in routine care can signal underlying pathology and is frequently encountered in adults. Because it is defined by hemoglobin levels below the normal range, it is often evaluated with red... Read more
Prognostic Tool Guides Personalized Treatment in Rare Blood Cancer
Chronic myelomonocytic leukemia (CMML) is a rare blood cancer in which acquired genetic mutations in bone marrow stem cells drive disease. Stem cell transplantation is the only curative option but carries... Read moreImmunology
view channel
Study Finds Influenza Often Undiagnosed in Winter Deaths
Seasonal influenza drives substantial excess mortality, yet its contribution is often obscured when infections go undiagnosed near the time of death. Many deaths occur outside hospitals or in older adults... Read moreCombined Screening Approach Identifies Early Leprosy Cases
Leprosy remains a significant public health concern, with more than 200,000 new cases reported globally each year and early disease often escaping routine laboratory detection. In its initial phase, bacterial... Read moreMicrobiology
view channelRapid Color Test Stratifies Virulent and Resistant Staph Strains
Staphylococcus aureus (golden staph) remains a leading cause of infection-related mortality worldwide, responsible for more than a million deaths each year. Rapidly distinguishing highly virulent or a... Read more
Syndromic Panel Enables Rapid Identification of Bloodstream Infections
Bloodstream infections require rapid identification of causative pathogens and resistance determinants to guide therapy, yet laboratories often face pressure to deliver clinically relevant results quickly... Read more
RNA-Based Workflow Identifies Active Skin Microbes for Dermatology Research
Human skin carries diverse microbial communities that influence barrier function and inflammation, yet identifying which organisms are metabolically active has been challenging. DNA-based surveys catalog... Read more
Cost-Effective Sampling and Sequencing Workflow Identifies ICU Infection Hotspots
Intensive care units face persistent threats from hospital-acquired infections, increasingly driven by drug-resistant bacteria. Rapidly pinpointing environmental reservoirs and transmission hotspots remains... Read morePathology
view channel
Biomarker Predicts Immunotherapy Response and Prognosis in Colorectal Cancer
Colorectal cancer is common and often lethal, and therapeutic decision-making is complicated by heterogeneous tumor microenvironments. Immunotherapy benefits only a small subset of patients, around 5%,... Read more
Collaboration Applies AI Pathology to Predict Response to Antibody-Drug Conjugates
Antibody-drug conjugates (ADC) are reshaping oncology, yet scalable biomarkers that reliably predict which patients will benefit remain limited as treatment regimens and combinations grow more complex.... Read moreTechnology
view channel
AI Tool Predicts Non-Response to Targeted Therapy in Colorectal Cancer
Advanced bowel cancer remains difficult to treat, and many patients receive targeted therapies that do not help them but still cause harm. Clinicians need reliable ways to identify likely responders before... Read more
Integrated System Streamlines Pre-Analytical Workflow for Molecular Testing
Pre-analytical variation remains a leading source of inconsistent molecular test results and added costs, particularly when laboratories rely on multiple instruments and protocols. Standardizing nucleic... Read moreIndustry
view channel
Partnership Expands Ultrasensitive WGS Assay for for Hematologic Malignancies and MRD Monitoring
Tempus AI and Predicta Biosciences announced the commercial expansion of a co-branded whole‑genome sequencing assay GenoPredicta, which is intended for comprehensive genomic characterization of hematologic... Read more







