Liquid Biopsy Assays Target Mutations and Improves Recurrence Prediction
By LabMedica International staff writers Posted on 25 Mar 2020 |

Image: Circulating tumor DNA (ctDNA) assays can be used for the sensitive detection of minimal residual disease in patients treated for early-stage breast cancer (Photo courtesy of Natera).
The concept of creating bespoke or personalized mutation panels to use for cancer recurrence detection and residual disease monitoring is not new at this point. Scientists began piloting these methods several years ago, initially tracking single mutations and then collections of alterations derived from tumor sequencing data.
A new method has been developed to monitor individualized panels of up to hundreds of different cancer mutations in blood samples, and in a cohort of early breast cancer patients, this assay could detect cancer DNA in patient blood samples collected an average of 18 months, and up to three years, before metastatic recurrence was diagnosed.
A multi-disciplinary team of scientists working with the Dana-Farber Cancer Institute (Boston, MA, USA) developed a test for tracking hundreds of patient-specific mutations to detect minimal residual disease (MRD) with a 1,000-fold lower error rate than conventional sequencing. The team retrospectively designed custom liquid biopsy assays for a cohort of 142 early breast cancer patients who had banked blood and tissue samples and had been diagnosed, treated, and monitored for disease recurrence over a 13-year period.
Starting with tumor tissue exome sequencing data, investigators defined personalized panels of genetic mutations for each patient that they would then try to track in blood samples. The largest panel they were able to generate was 346 mutations, although the range was large, down to just two mutations for another individual, and about 57 on average across the cohort. Notably, the liquid biopsy picked up signs of cancer in banked samples taken a year after surgery for six patients, all of whom were later diagnosed with metastatic recurrence, on average about 18 months, but in one case a full three years later.
Twenty-six other patients tested negative in their blood samples one year after surgery but still developed recurrence. Overall, though, the cancer in these patients tended to reappear on a much longer average timeline, as many as 10 years later. It is possible that for these longer-term recurrences, there may not be any circulating tumor DNA (ctDNA) signals present at this early one-year testing time-point. Clinical sensitivity was 13/16 (81%) in newly diagnosed metastatic breast cancer (MBC), 7/30 (23%) at post-op and 6/32 (19%) at one year in early-stage disease, and highest in patients with the most tumor mutations available to track. MRD detection at one year was strongly associated with distant recurrence (hazard ratio [HR] = 20.8).
Heather A. Parsons, MD, MPH, a medical oncologist and co-first author of the study, said, “Our goal is to be able to turn patients who would have developed metastatic disease into patients who won't. In the future, if we can find those patients with residual cancer early enough, determine whether they would benefit from another course of therapy, and give them an effective additional treatment, we could potentially change the course of their disease.” The study was published on March 13, 2020 in the journal Clinical Cancer Research.
Related Links:
Dana-Farber Cancer Institute
A new method has been developed to monitor individualized panels of up to hundreds of different cancer mutations in blood samples, and in a cohort of early breast cancer patients, this assay could detect cancer DNA in patient blood samples collected an average of 18 months, and up to three years, before metastatic recurrence was diagnosed.
A multi-disciplinary team of scientists working with the Dana-Farber Cancer Institute (Boston, MA, USA) developed a test for tracking hundreds of patient-specific mutations to detect minimal residual disease (MRD) with a 1,000-fold lower error rate than conventional sequencing. The team retrospectively designed custom liquid biopsy assays for a cohort of 142 early breast cancer patients who had banked blood and tissue samples and had been diagnosed, treated, and monitored for disease recurrence over a 13-year period.
Starting with tumor tissue exome sequencing data, investigators defined personalized panels of genetic mutations for each patient that they would then try to track in blood samples. The largest panel they were able to generate was 346 mutations, although the range was large, down to just two mutations for another individual, and about 57 on average across the cohort. Notably, the liquid biopsy picked up signs of cancer in banked samples taken a year after surgery for six patients, all of whom were later diagnosed with metastatic recurrence, on average about 18 months, but in one case a full three years later.
Twenty-six other patients tested negative in their blood samples one year after surgery but still developed recurrence. Overall, though, the cancer in these patients tended to reappear on a much longer average timeline, as many as 10 years later. It is possible that for these longer-term recurrences, there may not be any circulating tumor DNA (ctDNA) signals present at this early one-year testing time-point. Clinical sensitivity was 13/16 (81%) in newly diagnosed metastatic breast cancer (MBC), 7/30 (23%) at post-op and 6/32 (19%) at one year in early-stage disease, and highest in patients with the most tumor mutations available to track. MRD detection at one year was strongly associated with distant recurrence (hazard ratio [HR] = 20.8).
Heather A. Parsons, MD, MPH, a medical oncologist and co-first author of the study, said, “Our goal is to be able to turn patients who would have developed metastatic disease into patients who won't. In the future, if we can find those patients with residual cancer early enough, determine whether they would benefit from another course of therapy, and give them an effective additional treatment, we could potentially change the course of their disease.” The study was published on March 13, 2020 in the journal Clinical Cancer Research.
Related Links:
Dana-Farber Cancer Institute
Latest Molecular Diagnostics News
- Novel Point-of-Care Technology Delivers Accurate HIV Results in Minutes
- Blood Test Rules Out Future Dementia Risk
- D-Dimer Testing Can Identify Patients at Higher Risk of Pulmonary Embolism
- New Biomarkers to Improve Early Detection and Monitoring of Kidney Injury
- Chemiluminescence Immunoassays Support Diagnosis of Alzheimer’s Disease
- Blood Test Identifies Multiple Biomarkers for Rapid Diagnosis of Spinal Cord Injury
- Highly Accurate Blood Test Diagnoses Alzheimer’s and Measures Dementia Progression
- Simple DNA PCR-Based Lab Test to Enable Personalized Treatment of Bacterial Vaginosis
- Rapid Diagnostic Test to Halt Mother-To-Child Hepatitis B Transmission
- Simple Urine Test Could Help Patients Avoid Invasive Scans for Kidney Cancer
- New Bowel Cancer Blood Test to Improve Early Detection
- Refined Test Improves Parkinson’s Disease Diagnosis
- New Method Rapidly Diagnoses CVD Risk Via Molecular Blood Screening
- Blood Test Shows Promise for Early Detection of Dementia
- CRISPR-Based Diagnostic Test Detects Pathogens in Blood Without Amplification
- Portable Blood-Based Device Detects Colon Cancer
Channels
Clinical Chemistry
view channel
Carbon Nanotubes Help Build Highly Accurate Sensors for Continuous Health Monitoring
Current sensors can measure various health indicators, such as blood glucose levels, in the body. However, there is a need to develop more accurate and sensitive sensor materials that can detect lower... Read more
Paper-Based Device Boosts HIV Test Accuracy from Dried Blood Samples
In regions where access to clinics for routine blood tests presents financial and logistical obstacles, HIV patients are increasingly able to collect and send a drop of blood using paper-based devices... Read moreHematology
view channel
New Scoring System Predicts Risk of Developing Cancer from Common Blood Disorder
Clonal cytopenia of undetermined significance (CCUS) is a blood disorder commonly found in older adults, characterized by mutations in blood cells and a low blood count, but without any obvious cause or... Read more
Non-Invasive Prenatal Test for Fetal RhD Status Demonstrates 100% Accuracy
In the United States, approximately 15% of pregnant individuals are RhD-negative. However, in about 40% of these cases, the fetus is also RhD-negative, making the administration of RhoGAM unnecessary.... Read moreImmunology
view channel
Stem Cell Test Predicts Treatment Outcome for Patients with Platinum-Resistant Ovarian Cancer
Epithelial ovarian cancer frequently responds to chemotherapy initially, but eventually, the tumor develops resistance to the therapy, leading to regrowth. This resistance is partially due to the activation... Read more
Machine Learning-Enabled Blood Test Predicts Immunotherapy Response in Lymphoma Patients
Chimeric antigen receptor (CAR) T-cell therapy has emerged as one of the most promising recent developments in the treatment of blood cancers. However, over half of non-Hodgkin lymphoma (NHL) patients... Read moreMicrobiology
view channel
New AI-Based Method Improves Diagnosis of Drug-Resistant Infections
Drug-resistant infections, particularly those caused by deadly bacteria like tuberculosis and staphylococcus, are rapidly emerging as a global health emergency. These infections are more difficult to treat,... Read more
Breakthrough Diagnostic Technology Identifies Bacterial Infections with Almost 100% Accuracy within Three Hours
Rapid and precise identification of pathogenic microbes in patient samples is essential for the effective treatment of acute infectious diseases, such as sepsis. The fluorescence in situ hybridization... Read moreInnovative ID/AST System to Help Diagnose Infectious Diseases and Combat AMR
Each year, 11 million people across the world die of sepsis out of which 1.3 million deaths are due to antibiotic-resistant bacteria. The burden of antimicrobial resistance (AMR) continues to weigh heavily,... Read more
Gastrointestinal Panel Delivers Rapid Detection of Five Common Bacterial Pathogens for Outpatient Use
Acute infectious gastroenteritis results in approximately 179 million cases each year in the United States, leading to a significant number of outpatient visits and hospitalizations. To address this, a... Read morePathology
view channel
AI Model Predicts Patient Response to Bladder Cancer Treatment
Each year in the United States, around 81,000 new cases of bladder cancer are diagnosed, leading to approximately 17,000 deaths annually. Muscle-invasive bladder cancer (MIBC) is a severe form of bladder... Read more
New Laser-Based Method to Accelerate Cancer Diagnosis
Researchers have developed a method to improve cancer diagnostics and other diseases. Collagen, a key structural protein, plays various roles in cell activity. A novel multidisciplinary study published... Read more
New AI Model Predicts Gene Variants’ Effects on Specific Diseases
In recent years, artificial intelligence (AI) has greatly enhanced our ability to identify a vast number of genetic variants in increasingly larger populations. However, up to half of these variants are... Read more
Powerful AI Tool Diagnoses Coeliac Disease from Biopsy Images with Over 97% Accuracy
Coeliac disease is an autoimmune disorder triggered by the consumption of gluten, causing symptoms such as stomach cramps, diarrhea, skin rashes, weight loss, fatigue, and anemia. Due to the wide variation... Read moreTechnology
view channel
Innovative, Label-Free Ratiometric Fluorosensor Enables More Sensitive Viral RNA Detection
Viruses present a major global health risk, as demonstrated by recent pandemics, making early detection and identification essential for preventing new outbreaks. While traditional detection methods are... Read more
Smartphones Could Diagnose Diseases Using Infrared Scans
Rapid advancements in technology may soon make it possible for individuals to bypass invasive medical procedures by simply uploading a screenshot of their lab results from their phone directly to their doctor.... Read more
Novel Sensor Technology to Enable Early Diagnoses of Metabolic and Cardiovascular Disorders
Metabolites are critical compounds that fuel life's essential functions, playing a key role in producing energy, regulating cellular activities, and maintaining the balance of bodily systems.... Read more
3D Printing Breakthrough Enables Large Scale Development of Tiny Microfluidic Devices
Microfluidic devices are diagnostic systems capable of analyzing small volumes of materials with precision and speed. These devices are used in a variety of applications, including cancer cell analysis,... Read moreIndustry
view channel
Grifols and Tecan’s IBL Collaborate on Advanced Biomarker Panels
Grifols (Barcelona, Spain), one of the world’s leading producers of plasma-derived medicines and innovative diagnostic solutions, is expanding its offer in clinical diagnostics through a strategic partnership... Read more