Microarray Analysis of Gene Expression Signatures in Blood Samples Provides Biomarker for Higher Cardiovascular Death Risk
|
By LabMedica International staff writers Posted on 09 Jun 2014 |

Image: The HumanHT-12 v4 BeadChip Kit uses the DirectHyb Assay and is compatible with the iScan, HiScan, and Bead Array Reader systems (Photo courtesy of Illumina).
Differences in gene expression have been found among a population of coronary artery disease (CAD) patients that seemed to indicate which of them were at higher risk of dying from the illness.
Investigators at the Georgia Institute of Technology (Atlanta, USA) and colleagues at Emory University (Atlanta, GA, USA) and Princeton University (Princeton, NJ, USA) examined whether gene expression profiles obtainable from peripheral blood could be predictive of acute myocardial infarction (AMI) and/or cardiovascular death.
They analyzed blood samples from 338 CAD subjects (220 males, 118 females) aged from 51 to 73 years and monitored them over a period of 2.4 years for cardiovascular death. Gene expression was measured using Illumina (San Diego, CA, USA) HT-12 microarrays.
Illumina HumanHT-12 v4 Expression BeadChip microarrays provide genome-wide transcriptional coverage of well-characterized genes, gene candidates, and splice variants, delivering high-throughput processing of 12 samples per BeadChip without the need for expensive, specialized automation. Each array on the HumanHT-12 v4 Expression BeadChip targets more than 47,000 probes derived from the National Center for Biotechnology Information Reference Sequence and other sources. HumanHT-12 Expression BeadChips use the Direct Hybridization Assay and are scanned on the HiScan or iScan systems.
Results of the study revealed that there was significant differential gene expression between healthy and AMI groups with overall down-regulation of genes involved in T-lymphocyte signaling and up-regulation of inflammatory genes. During the follow-up period 31 patients died of CAD. Gene analysis of these individuals yielded covariance of 238 genes that were differentially expressed between deceased and survivors that significantly predicted risk of cardiovascular death.
"What is new in this research is the recognition that this risk pathway exists and that it relates to particular aspects of immune system functions that include T-cell signaling," said senior author Dr. Gregory Gibson, professor of biology at the Georgia Institute of Technology. "We went beyond the signature of coronary artery disease to really provide a signature for adverse outcomes in that high-risk population. We envision that with our gene expression-based marker, plus some biochemical markers, genotype information, and family history, we could produce a tiered evaluation of people's risks of adverse coronary events. This could lead to a personalized medicine approach for people recovering from heart attack or coronary artery bypass grafting."
"Our dream would be a hand-held device that would allow patients to take a droplet of blood, much like diabetics do today, and obtain an evaluation of these transcripts that they could track at home," said Dr. Gregory. "If we can use this information to help people adopt healthier behaviors, it will be very positive."
The CAD gene expression study was published in the May 30, 2014, online edition of the journal Genome Medicine.
Related Links:
Georgia Institute of Technology
Emory University
Illumina
Investigators at the Georgia Institute of Technology (Atlanta, USA) and colleagues at Emory University (Atlanta, GA, USA) and Princeton University (Princeton, NJ, USA) examined whether gene expression profiles obtainable from peripheral blood could be predictive of acute myocardial infarction (AMI) and/or cardiovascular death.
They analyzed blood samples from 338 CAD subjects (220 males, 118 females) aged from 51 to 73 years and monitored them over a period of 2.4 years for cardiovascular death. Gene expression was measured using Illumina (San Diego, CA, USA) HT-12 microarrays.
Illumina HumanHT-12 v4 Expression BeadChip microarrays provide genome-wide transcriptional coverage of well-characterized genes, gene candidates, and splice variants, delivering high-throughput processing of 12 samples per BeadChip without the need for expensive, specialized automation. Each array on the HumanHT-12 v4 Expression BeadChip targets more than 47,000 probes derived from the National Center for Biotechnology Information Reference Sequence and other sources. HumanHT-12 Expression BeadChips use the Direct Hybridization Assay and are scanned on the HiScan or iScan systems.
Results of the study revealed that there was significant differential gene expression between healthy and AMI groups with overall down-regulation of genes involved in T-lymphocyte signaling and up-regulation of inflammatory genes. During the follow-up period 31 patients died of CAD. Gene analysis of these individuals yielded covariance of 238 genes that were differentially expressed between deceased and survivors that significantly predicted risk of cardiovascular death.
"What is new in this research is the recognition that this risk pathway exists and that it relates to particular aspects of immune system functions that include T-cell signaling," said senior author Dr. Gregory Gibson, professor of biology at the Georgia Institute of Technology. "We went beyond the signature of coronary artery disease to really provide a signature for adverse outcomes in that high-risk population. We envision that with our gene expression-based marker, plus some biochemical markers, genotype information, and family history, we could produce a tiered evaluation of people's risks of adverse coronary events. This could lead to a personalized medicine approach for people recovering from heart attack or coronary artery bypass grafting."
"Our dream would be a hand-held device that would allow patients to take a droplet of blood, much like diabetics do today, and obtain an evaluation of these transcripts that they could track at home," said Dr. Gregory. "If we can use this information to help people adopt healthier behaviors, it will be very positive."
The CAD gene expression study was published in the May 30, 2014, online edition of the journal Genome Medicine.
Related Links:
Georgia Institute of Technology
Emory University
Illumina
Latest Pathology News
- Engineered Yeast Cells Enable Rapid Testing of Cancer Immunotherapy
- First-Of-Its-Kind Test Identifies Autism Risk at Birth
- AI Algorithms Improve Genetic Mutation Detection in Cancer Diagnostics
- Skin Biopsy Offers New Diagnostic Method for Neurodegenerative Diseases
- Fast Label-Free Method Identifies Aggressive Cancer Cells
- New X-Ray Method Promises Advances in Histology
- Single-Cell Profiling Technique Could Guide Early Cancer Detection
- Intraoperative Tumor Histology to Improve Cancer Surgeries
- Rapid Stool Test Could Help Pinpoint IBD Diagnosis
- AI-Powered Label-Free Optical Imaging Accurately Identifies Thyroid Cancer During Surgery
- Deep Learning–Based Method Improves Cancer Diagnosis
- ADLM Updates Expert Guidance on Urine Drug Testing for Patients in Emergency Departments
- New Age-Based Blood Test Thresholds to Catch Ovarian Cancer Earlier
- 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
Channels
Clinical Chemistry
view channel
New PSA-Based Prognostic Model Improves Prostate Cancer Risk Assessment
Prostate cancer is the second-leading cause of cancer death among American men, and about one in eight will be diagnosed in their lifetime. Screening relies on blood levels of prostate-specific antigen... Read more
Extracellular Vesicles Linked to Heart Failure Risk in CKD Patients
Chronic kidney disease (CKD) affects more than 1 in 7 Americans and is strongly associated with cardiovascular complications, which account for more than half of deaths among people with CKD.... Read moreHematology
view channel
New Guidelines Aim to Improve AL Amyloidosis Diagnosis
Light chain (AL) amyloidosis is a rare, life-threatening bone marrow disorder in which abnormal amyloid proteins accumulate in organs. Approximately 3,260 people in the United States are diagnosed... Read more
Fast and Easy Test Could Revolutionize Blood Transfusions
Blood transfusions are a cornerstone of modern medicine, yet red blood cells can deteriorate quietly while sitting in cold storage for weeks. Although blood units have a fixed expiration date, cells from... Read more
Automated Hemostasis System Helps Labs of All Sizes Optimize Workflow
High-volume hemostasis sections must sustain rapid turnaround while managing reruns and reflex testing. Manual tube handling and preanalytical checks can strain staff time and increase opportunities for error.... Read more
High-Sensitivity Blood Test Improves Assessment of Clotting Risk in Heart Disease Patients
Blood clotting is essential for preventing bleeding, but even small imbalances can lead to serious conditions such as thrombosis or dangerous hemorrhage. In cardiovascular disease, clinicians often struggle... Read moreImmunology
view channelBlood Test Identifies Lung Cancer Patients Who Can Benefit from Immunotherapy Drug
Small cell lung cancer (SCLC) is an aggressive disease with limited treatment options, and even newly approved immunotherapies do not benefit all patients. While immunotherapy can extend survival for some,... Read more
Whole-Genome Sequencing Approach Identifies Cancer Patients Benefitting From PARP-Inhibitor Treatment
Targeted cancer therapies such as PARP inhibitors can be highly effective, but only for patients whose tumors carry specific DNA repair defects. Identifying these patients accurately remains challenging,... Read more
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 moreMicrobiology
view channel
Comprehensive Review Identifies Gut Microbiome Signatures Associated With Alzheimer’s Disease
Alzheimer’s disease affects approximately 6.7 million people in the United States and nearly 50 million worldwide, yet early cognitive decline remains difficult to characterize. Increasing evidence suggests... Read moreAI-Powered Platform Enables Rapid Detection of Drug-Resistant C. Auris Pathogens
Infections caused by the pathogenic yeast Candida auris pose a significant threat to hospitalized patients, particularly those with weakened immune systems or those who have invasive medical devices.... Read morePathology
view channel
Engineered Yeast Cells Enable Rapid Testing of Cancer Immunotherapy
Developing new cancer immunotherapies is a slow, costly, and high-risk process, particularly for CAR T cell treatments that must precisely recognize cancer-specific antigens. Small differences in tumor... Read more
First-Of-Its-Kind Test Identifies Autism Risk at Birth
Autism spectrum disorder is treatable, and extensive research shows that early intervention can significantly improve cognitive, social, and behavioral outcomes. Yet in the United States, the average age... Read moreTechnology
view channel
Robotic Technology Unveiled for Automated Diagnostic Blood Draws
Routine diagnostic blood collection is a high‑volume task that can strain staffing and introduce human‑dependent variability, with downstream implications for sample quality and patient experience.... Read more
ADLM Launches First-of-Its-Kind Data Science Program for Laboratory Medicine Professionals
Clinical laboratories generate billions of test results each year, creating a treasure trove of data with the potential to support more personalized testing, improve operational efficiency, and enhance patient care.... Read moreAptamer Biosensor Technology to Transform Virus Detection
Rapid and reliable virus detection is essential for controlling outbreaks, from seasonal influenza to global pandemics such as COVID-19. Conventional diagnostic methods, including cell culture, antigen... Read more
AI Models Could Predict Pre-Eclampsia and Anemia Earlier Using Routine Blood Tests
Pre-eclampsia and anemia are major contributors to maternal and child mortality worldwide, together accounting for more than half a million deaths each year and leaving millions with long-term health complications.... Read moreIndustry
view channelNew Collaboration Brings Automated Mass Spectrometry to Routine Laboratory Testing
Mass spectrometry is a powerful analytical technique that identifies and quantifies molecules based on their mass and electrical charge. Its high selectivity, sensitivity, and accuracy make it indispensable... Read more
AI-Powered Cervical Cancer Test Set for Major Rollout in Latin America
Noul Co., a Korean company specializing in AI-based blood and cancer diagnostics, announced it will supply its intelligence (AI)-based miLab CER cervical cancer diagnostic solution to Mexico under a multi‑year... Read more
Diasorin and Fisher Scientific Enter into US Distribution Agreement for Molecular POC Platform
Diasorin (Saluggia, Italy) has entered into an exclusive distribution agreement with Fisher Scientific, part of Thermo Fisher Scientific (Waltham, MA, USA), for the LIAISON NES molecular point-of-care... Read more







