Electronic Nose Sensor Accurately Detects Ovarian, Pancreatic Cancers
|
By LabMedica International staff writers Posted on 15 Jul 2021 |

Image: Nanoanalysis of plasma volatile organic compounds used novel DNA-decorated carbon nanotube vapor sensors to noninvasively distinguish ovarian and pancreatic cancer from benign and control samples (Photo courtesy of the University of Pennsylvania)
Ovarian cancer is a cancer that forms in or on an ovary. It results in abnormal cells that have the ability to invade or spread to other parts of the body. When this process begins, there may be no or only vague symptoms. Pancreatic cancer arises when cells in the pancreas, a glandular organ behind the stomach, begin to multiply out of control and form a mass.
All cells release volatile organic compounds (VOCs) which emanate from body fluids. Electronic noses essentially consist of head space sampling, a chemical sensor array, and pattern recognition modules, to generate signal pattern that are used for characterizing odors. The sample delivery system enables the generation of the headspace (VOCs) of a sample, which is the fraction analyzed.
Biophysicists at the Perelman School of Medicine at the University of Pennsylvania (Philadelphia, PA, USA) demonstrated that VOCs released from tissue and plasma from ovarian cancer patients are distinct from those released from samples of patients with benign tumors and controls. They created a sensitive and specific, high-throughput screening test for cancer based on analysis of VOCs using novel nanosensors, first targeting cancers with limited clinical screening modalities. In this study they used these sensors to distinguish vapor characteristics in plasma samples from patients with ovarian and pancreatic cancer from benign specimens and controls.
The scientists assessed the ability of the electronic-nose tool to distinguish vapor characteristics of plasma samples from 93 individuals, including 20 women with ovarian cancer, 20 women with benign ovarian tumors and 20 age-matched, cancer-free women, in addition to 13 patients with pancreatic cancer, 10 patients with benign pancreatic disease, and 10 age- and sex-matched controls. They analyzed the samples using a 10-channel nanoelectronic olfaction (“e-nose”) system based on single-stranded DNA-decorated single-walled carbon nanotube (DNA-NT) vapor sensors.
The team reported that compared to their corresponding benign and control specimens, the DNA-NT sensor array was able to discriminate the VOCs from ovarian cancer with 95% accuracy and pancreatic cancer with 90% accuracy. Plasma samples from patients with early-stage ovarian and pancreatic cancers were correctly identified by the algorithms.
Erica L. Carpenter, PhD, an assistant professor and a study author, said, “We have been working on the issue of early detection by liquid biopsy for quite some time, and although we have made inroads with current approaches, they have not been sufficiently sensitive. This study was an interesting opportunity because it is a whole new way of trying to detect an early tumor, and the hope is that it will yield additional information.”
The authors concluded that nano-enabled DNA coated vapor sensors were able to distinguish the VOC pattern between cancer, benign and control samples in both ovarian and pancreatic cancer. The results provide strong evidence that ovarian and pancreatic cancer alters the VOC pattern emanating from plasma and provide optimism that a diagnostic approach based on vapor detection of ovarian and pancreatic cancer is achievable. The study was presented at the ASCO Annual Meeting (virtual meeting) held June 4-8, 2021.
Related Links:
Perelman School of Medicine at the University of Pennsylvania
All cells release volatile organic compounds (VOCs) which emanate from body fluids. Electronic noses essentially consist of head space sampling, a chemical sensor array, and pattern recognition modules, to generate signal pattern that are used for characterizing odors. The sample delivery system enables the generation of the headspace (VOCs) of a sample, which is the fraction analyzed.
Biophysicists at the Perelman School of Medicine at the University of Pennsylvania (Philadelphia, PA, USA) demonstrated that VOCs released from tissue and plasma from ovarian cancer patients are distinct from those released from samples of patients with benign tumors and controls. They created a sensitive and specific, high-throughput screening test for cancer based on analysis of VOCs using novel nanosensors, first targeting cancers with limited clinical screening modalities. In this study they used these sensors to distinguish vapor characteristics in plasma samples from patients with ovarian and pancreatic cancer from benign specimens and controls.
The scientists assessed the ability of the electronic-nose tool to distinguish vapor characteristics of plasma samples from 93 individuals, including 20 women with ovarian cancer, 20 women with benign ovarian tumors and 20 age-matched, cancer-free women, in addition to 13 patients with pancreatic cancer, 10 patients with benign pancreatic disease, and 10 age- and sex-matched controls. They analyzed the samples using a 10-channel nanoelectronic olfaction (“e-nose”) system based on single-stranded DNA-decorated single-walled carbon nanotube (DNA-NT) vapor sensors.
The team reported that compared to their corresponding benign and control specimens, the DNA-NT sensor array was able to discriminate the VOCs from ovarian cancer with 95% accuracy and pancreatic cancer with 90% accuracy. Plasma samples from patients with early-stage ovarian and pancreatic cancers were correctly identified by the algorithms.
Erica L. Carpenter, PhD, an assistant professor and a study author, said, “We have been working on the issue of early detection by liquid biopsy for quite some time, and although we have made inroads with current approaches, they have not been sufficiently sensitive. This study was an interesting opportunity because it is a whole new way of trying to detect an early tumor, and the hope is that it will yield additional information.”
The authors concluded that nano-enabled DNA coated vapor sensors were able to distinguish the VOC pattern between cancer, benign and control samples in both ovarian and pancreatic cancer. The results provide strong evidence that ovarian and pancreatic cancer alters the VOC pattern emanating from plasma and provide optimism that a diagnostic approach based on vapor detection of ovarian and pancreatic cancer is achievable. The study was presented at the ASCO Annual Meeting (virtual meeting) held June 4-8, 2021.
Related Links:
Perelman School of Medicine at the University of Pennsylvania
Latest Pathology News
- Genetics and AI Improve Diagnosis of Aortic Stenosis
- AI Tool Simultaneously Identifies Genetic Mutations and Disease Type
- Rapid Low-Cost Tests Can Prevent Child Deaths from Contaminated Medicinal Syrups
- Tumor Signals in Saliva and Blood Enable Non-Invasive Monitoring of Head and Neck Cancer
- Common Health Issues Can Influence New Blood Tests for Alzheimer’s Disease
- Blood Test Formula Identifies Chronic Liver Disease Patients with Higher Cancer Risk
- Tunable Cell-Sorting Device Holds Potential for Multiple Biomedical Applications
- AI Tool Outperforms Doctors in Spotting Blood Cell Abnormalities
- AI Tool Rapidly Analyzes Complex Cancer Images for Personalized Treatment
- Diagnostic Technology Performs Rapid Biofluid Analysis Using Single Droplet
- Novel Technology Tracks Hidden Cancer Cells Faster
- AI Tool Improves Breast Cancer Detection
- AI Tool Predicts Treatment Success in Rectal Cancer Patients
- Blood Test and Sputum Analysis Predict Acute COPD Exacerbation
- AI Tool to Transform Skin Cancer Detection with Near-Perfect Accuracy
- Unique Immune Signatures Distinguish Rare Autoimmune Condition from Multiple Sclerosis
Channels
Clinical Chemistry
view channel
Compact Raman Imaging System Detects Subtle Tumor Signals
Accurate cancer diagnosis often depends on labor-intensive tissue staining and expert pathological review, which can delay results and limit access to rapid screening. These conventional methods also make... Read more
Noninvasive Blood-Glucose Monitoring to Replace Finger Pricks for Diabetics
People with diabetes often need to measure their blood glucose multiple times a day, most commonly through finger-prick blood tests or implanted sensors. These methods can be painful, inconvenient, and... Read moreMolecular Diagnostics
view channel
Urine Test Could Reveal Real Age and Life Span
Chronological age does not always reflect how quickly the body is aging, as biological age is shaped by genetics, stress, sleep, nutrition, and lifestyle factors such as smoking. A higher biological age... Read more
Genomic Test Identifies African Americans at Risk for Early Prostate Cancer Recurrence
Prostate cancer is one of the most commonly diagnosed cancers in men and a leading cause of cancer-related death, particularly in the United States. African American men face a disproportionately higher... Read moreHematology
view channel
MRD Tests Could Predict Survival in Leukemia Patients
Acute myeloid leukemia is an aggressive blood cancer that disrupts normal blood cell production and often relapses even after intensive treatment. Clinicians currently lack early, reliable markers to predict... Read more
Platelet Activity Blood Test in Middle Age Could Identify Early Alzheimer’s Risk
Early detection of Alzheimer’s disease remains one of the biggest unmet needs in neurology, particularly because the biological changes underlying the disorder begin decades before memory symptoms appear.... Read more
Microvesicles Measurement Could Detect Vascular Injury in Sickle Cell Disease Patients
Assessing disease severity in sickle cell disease (SCD) remains challenging, especially when trying to predict hemolysis, vascular injury, and risk of complications such as vaso-occlusive crises.... Read more
ADLM’s New Coagulation Testing Guidance to Improve Care for Patients on Blood Thinners
Direct oral anticoagulants (DOACs) are one of the most common types of blood thinners. Patients take them to prevent a host of complications that could arise from blood clotting, including stroke, deep... Read moreImmunology
view channel
Ultrasensitive Liquid Biopsy Demonstrates Efficacy in Predicting Immunotherapy Response
Immunotherapy has transformed cancer treatment, but only a small proportion of patients experience lasting benefit, with response rates often remaining between 10% and 20%. Clinicians currently lack reliable... Read more
Blood Test Could Identify Colon Cancer Patients to Benefit from NSAIDs
Colon cancer remains a major cause of cancer-related illness, with many patients facing relapse even after surgery and chemotherapy. Up to 40% of people with stage III disease experience recurrence, highlighting... Read moreMicrobiology
view channel
New UTI Diagnosis Method Delivers Antibiotic Resistance Results 24 Hours Earlier
Urinary tract infections affect around 152 million people every year, making them one of the most common bacterial infections worldwide. In routine medical practice, diagnosis often relies on rapid urine... Read more
Breakthroughs in Microbial Analysis to Enhance Disease Prediction
Microorganisms shape human health, ecosystems, and the planet’s climate, yet identifying them and understanding how they are related remains a major scientific challenge. Even with modern DNA sequencing,... Read morePathology
view channel
Genetics and AI Improve Diagnosis of Aortic Stenosis
Aortic stenosis is a progressive narrowing of the aortic valve that restricts blood flow from the heart and can be fatal if left untreated. There are currently no medical therapies that can prevent or... Read more
AI Tool Simultaneously Identifies Genetic Mutations and Disease Type
Interpreting genetic test results remains a major challenge in modern medicine, particularly for rare and complex diseases. While existing tools can indicate whether a genetic mutation is harmful, they... Read more
Rapid Low-Cost Tests Can Prevent Child Deaths from Contaminated Medicinal Syrups
Medicinal syrups contaminated with toxic chemicals have caused the deaths of hundreds of children worldwide, exposing a critical gap in how these products are tested before reaching patients.... Read more
Tumor Signals in Saliva and Blood Enable Non-Invasive Monitoring of Head and Neck Cancer
Head and neck cancers are among the most aggressive malignancies worldwide, with nearly 900,000 new cases diagnosed each year. Monitoring these cancers for recurrence or relapse typically relies on tissue... Read moreIndustry
view channel
BD and Penn Institute Collaborate to Advance Immunotherapy through Flow Cytometry
BD (Becton, Dickinson and Company, Franklin Lakes, NJ, USA) has entered into a strategic collaboration with the Institute for Immunology and Immune Health (I3H, Philadelphia, PA, USA) at the University... Read more






 Analyzer.jpg)
