Surgical Recovery Correlates with Single-Cell Immune Signatures
|
By LabMedica International staff writers Posted on 15 Oct 2014 |

Image: The CyTOF Mass Cytometer for High-Dimensional Single Cell Analysis (Photo courtesy of the University of Virginia).
The activity level of a small set of immune cells during the first 24 hours after surgery provides strong clues to how quickly patients will recover from surgery-induced fatigue and pain.
A highly sensitive technology, called single-cell mass cytometry, enables simultaneous monitoring of large numbers of biochemical features both on the surfaces of immune cells and within the cells, providing information of what kind of cells are present and whether they are active.
Scientists at Stanford University Medical Center (CA, USA) recruited 32 otherwise healthy patients, mostly between ages 50 and 80, who were undergoing first-time hip-replacement procedures. Blood samples from these patients were drawn 1 hour before surgery, then at 1, 24 and 72 hours postsurgery and again four to six weeks after surgery. Cytometric analysis of 35 features in and on each sample's roughly half-million constituent cells yielded profiles of the cells' identities along with key activities underway inside them. Stained cells were analyzed on a CyTOF mass cytometer (DVS Sciences; Sunnyvale, CA, USA) at an event rate of 400 to 500 cells per second.
The simultaneous analysis of 14,000 phosphorylation events in precisely phenotyped immune cell subsets revealed uniform signaling responses among patients, demarcating a surgical immune signature. When regressed against clinical parameters of surgical recovery, including functional impairment and pain, strong correlations were found with signal transducer and activator of transcription (STAT3), adenosine 3′,5′-monophosphate response element–binding protein (CREB) , and nuclear factor κB (NF-κB) signaling responses in subsets of cluster of differentiation 14+ (CD14+) monocytes. The cells in question account for only about 1% to 2% of all the white blood cells found in a typical sample of a healthy person's blood, so the changes within them could easily have been missed had a less-thorough detection technology been employed.
Brice Gaudilliere, MD, PhD, a lead author of the study, said, “If we could predict recovery time before surgery even took place we might be able to see who'd benefit from boosting their immune strength beforehand, or from presurgery interventions such as physical therapy. It might even help us decide when or if a patient should have surgery.” The study was published on September 24, 2014, in the journal Science Translational Medicine.
Related Links:
Stanford University Medical Center
DVS Sciences
A highly sensitive technology, called single-cell mass cytometry, enables simultaneous monitoring of large numbers of biochemical features both on the surfaces of immune cells and within the cells, providing information of what kind of cells are present and whether they are active.
Scientists at Stanford University Medical Center (CA, USA) recruited 32 otherwise healthy patients, mostly between ages 50 and 80, who were undergoing first-time hip-replacement procedures. Blood samples from these patients were drawn 1 hour before surgery, then at 1, 24 and 72 hours postsurgery and again four to six weeks after surgery. Cytometric analysis of 35 features in and on each sample's roughly half-million constituent cells yielded profiles of the cells' identities along with key activities underway inside them. Stained cells were analyzed on a CyTOF mass cytometer (DVS Sciences; Sunnyvale, CA, USA) at an event rate of 400 to 500 cells per second.
The simultaneous analysis of 14,000 phosphorylation events in precisely phenotyped immune cell subsets revealed uniform signaling responses among patients, demarcating a surgical immune signature. When regressed against clinical parameters of surgical recovery, including functional impairment and pain, strong correlations were found with signal transducer and activator of transcription (STAT3), adenosine 3′,5′-monophosphate response element–binding protein (CREB) , and nuclear factor κB (NF-κB) signaling responses in subsets of cluster of differentiation 14+ (CD14+) monocytes. The cells in question account for only about 1% to 2% of all the white blood cells found in a typical sample of a healthy person's blood, so the changes within them could easily have been missed had a less-thorough detection technology been employed.
Brice Gaudilliere, MD, PhD, a lead author of the study, said, “If we could predict recovery time before surgery even took place we might be able to see who'd benefit from boosting their immune strength beforehand, or from presurgery interventions such as physical therapy. It might even help us decide when or if a patient should have surgery.” The study was published on September 24, 2014, in the journal Science Translational Medicine.
Related Links:
Stanford University Medical Center
DVS Sciences
Latest Immunology News
- Blood Test Identifies Lung Cancer Patients Who Can Benefit from Immunotherapy Drug
- Whole-Genome Sequencing Approach Identifies Cancer Patients Benefitting From PARP-Inhibitor Treatment
- Ultrasensitive Liquid Biopsy Demonstrates Efficacy in Predicting Immunotherapy Response
- Blood Test Could Identify Colon Cancer Patients to Benefit from NSAIDs
- Blood Test Could Detect Adverse Immunotherapy Effects
- Routine Blood Test Can Predict Who Benefits Most from CAR T-Cell Therapy
- New Test Distinguishes Vaccine-Induced False Positives from Active HIV Infection
- Gene Signature Test Predicts Response to Key Breast Cancer Treatment
- Chip Captures Cancer Cells from Blood to Help Select Right Breast Cancer Treatment
- Blood-Based Liquid Biopsy Model Analyzes Immunotherapy Effectiveness
- Signature Genes Predict T-Cell Expansion in Cancer Immunotherapy
- Molecular Microscope Diagnostic System Assesses Lung Transplant Rejection
- Blood Test Tracks Treatment Resistance in High-Grade Serous Ovarian Cancer
- Luminescent Probe Measures Immune Cell Activity in Real Time
- Blood-Based Immune Cell Signatures Could Guide Treatment Decisions for Critically Ill Patients
- Novel Tool Predicts Most Effective Multiple Sclerosis Medication for Patients
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 moreMolecular Diagnostics
view channel
Diagnostic Device Predicts Treatment Response for Brain Tumors Via Blood Test
Glioblastoma is one of the deadliest forms of brain cancer, largely because doctors have no reliable way to determine whether treatments are working in real time. Assessing therapeutic response currently... Read more
Blood Test Detects Early-Stage Cancers by Measuring Epigenetic Instability
Early-stage cancers are notoriously difficult to detect because molecular changes are subtle and often missed by existing screening tools. Many liquid biopsies rely on measuring absolute DNA methylation... Read more
“Lab-On-A-Disc” Device Paves Way for More Automated Liquid Biopsies
Extracellular vesicles (EVs) are tiny particles released by cells into the bloodstream that carry molecular information about a cell’s condition, including whether it is cancerous. However, EVs are highly... Read more
Blood Test Identifies Inflammatory Breast Cancer Patients at Increased Risk of Brain Metastasis
Brain metastasis is a frequent and devastating complication in patients with inflammatory breast cancer, an aggressive subtype with limited treatment options. Despite its high incidence, the biological... 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 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







