23 results on '"Martha, Tingle"'
Search Results
2. Integrated Single-cell and Plasma Proteomic Modeling to Predict Surgical Site Complications: A Prospective Cohort Study
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Kristen K. Rumer, Julien Hedou, Amy Tsai, Jakob Einhaus, Franck Verdonk, Natalie Stanley, Benjamin Choisy, Edward Ganio, Adam Bonham, Danielle Jacobsen, Beata Warrington, Xiaoxiao Gao, Martha Tingle, Tiffany N. McAllister, Ramin Fallahzadeh, Dorien Feyaerts, Ina Stelzer, Dyani Gaudilliere, Kazuo Ando, Andrew Shelton, Arden Morris, Electron Kebebew, Nima Aghaeepour, Cindy Kin, Martin S. Angst, and Brice Gaudilliere
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Adult ,Male ,Proteome ,Anastomotic Leak ,Blood Proteins ,Middle Aged ,Models, Theoretical ,Prognosis ,Article ,Cohort Studies ,Surgical Wound Dehiscence ,Humans ,Surgical Wound Infection ,Female ,Surgery ,Dietary Proteins ,Prospective Studies ,Single-Cell Analysis ,Digestive System Surgical Procedures - Abstract
OBJECTIVE: To determine whether single-cell and plasma proteomic elements of the host’s immune response to surgery accurately identifies patients who develop a Surgical Site Complication (SSC) after major abdominal surgery. SUMMARY BACKGROUND DATA: SSCs may occur in up to 25% of patients undergoing bowel resection, resulting in significant morbidity and economic burden. However, the accurate prediction of SSCs remains clinically challenging. Leveraging high-content proteomic technologies to comprehensively profile patients’ immune response to surgery is a promising approach to identify predictive biological factors of SSCs. METHODS: Forty-one patients undergoing non-cancer bowel resection were prospectively enrolled. Blood samples collected before surgery and on post-operative day one (POD1) were analyzed using a combination of single-cell mass cytometry and plasma proteomics. The primary outcome was the occurrence of an SSC, including surgical site infection, anastomotic leak, or wound dehiscence within 30 days of surgery. RESULTS: A multiomic model integrating the single-cell and plasma proteomic data collected on POD1 accurately differentiated patients with (n=11) and without (n=30) an SSC (AUC = 0.86). Model features included co-regulated pro-inflammatory (e.g. IL-6- and MyD88- signaling responses in myeloid cells) and immunosuppressive (e.g. JAK/STAT signaling responses in M-MDSCs and Tregs) events preceding an SSC. Importantly, analysis of the immunological data obtained before surgery also yielded a model accurately predicting SSCs (AUC = 0.82). CONCLUSIONS: The multiomic analysis of patients’ immune response after surgery and immune state before surgery revealed systemic immune signatures preceding the development of SSCs. Our results suggest that integrating immunological data in perioperative risk assessment paradigms is a plausible strategy to guide individualized clinical care.
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- 2021
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3. Objective Activity Parameters Track Patient-specific Physical Recovery Trajectories After Surgery and Link With Individual Preoperative Immune States
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Maria Xenochristou, Alan L. Chang, Davide De Francesco, Brice Gaudilliere, Pervez Sultan, Derek F. Amanatullah, Martha Tingle, Edward A. Ganio, Anthony Culos, Ramin Fallahzadeh, Nima Aghaeepour, Martin Becker, Natalie Stanley, Stuart B. Goodman, Camilo Espinosa, Amy S. Tsai, James I. Huddleston, Martin S. Angst, Thanaphong Phongpreecha, Xiaoxiao Gao, Franck Verdonk, and Ivana Maric
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medicine.medical_specialty ,Physical medicine and rehabilitation ,Immune system ,business.industry ,Track (disk drive) ,Medicine ,Surgery ,Patient specific ,Link (knot theory) ,business - Abstract
The longitudinal assessment of physical function with high temporal resolution at a scalable and objective level in patients recovering from surgery is highly desirable to understand the biological and clinical factors that drive the clinical outcome. However, physical recovery from surgery itself remains poorly defined and the utility of wearable technologies to study recovery after surgery has not been established.Prolonged postoperative recovery is often associated with long-lasting impairment of physical, mental, and social functions. While phenotypical and clinical patient characteristics account for some variation of individual recovery trajectories, biological differences likely play a major role. Specifically, patient-specific immune states have been linked to prolonged physical impairment after surgery. However, current methods of quantifying physical recovery lack patient specificity and objectivity.Here, a combined high-fidelity accelerometry and state-of-the-art deep immune profiling approach was studied in patients undergoing major joint replacement surgery. The aim was to determine whether objective physical parameters derived from accelerometry data can accurately track patient-specific physical recovery profiles (suggestive of a 'clock of postoperative recovery'), compare the performance of derived parameters with benchmark metrics including step count, and link individual recovery profiles with patients' preoperative immune state.The results of our models indicate that patient-specific temporal patterns of physical function can be derived with a precision superior to benchmark metrics. Notably, six distinct domains of physical function and sleep are identified to represent the objective temporal patterns: "activity capacity" and "moderate and overall activity" (declined immediately after surgery); "sleep disruption and sedentary activity" (increased after surgery); "overall sleep", "sleep onset", and "light activity" (no clear changes were observed after surgery). These patterns can be linked to individual patients' preoperative immune state using cross-validated canonical-correlation analysis. Importantly, the pSTAT3 signal activity in M-MDSCs predicted a slower recovery.Accelerometry-based recovery trajectories are scalable and objective outcomes to study patient-specific factors that drive physical recovery.
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- 2021
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4. Multiomics Characterization of Preterm Birth in Low- and Middle-Income Countries
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Tarik Hasan, Stephen R. Quake, Ivana Maric, Abdul Quaiyum, Jennifer Winston, Anisur Rahman, Nabidul H. Chowdhury, Gary L. Darmstadt, Kévin Contrepois, Alexander Manu, Patrick Musonda, Said M. Ali, Ramin Fallahzadeh, Jeffrey S. A. Stringer, Paul H. Wise, James A Litch, Eileen S. Tsai, Dipak Kumar Mitra, Mira N. Moufarrej, Edward A. Ganio, Candace Liu, Waqasuddin Khan, Ghaith Bany Hammad, Martin S. Angst, Fyezah Jehan, Aneeta Hotwani, Usma Mehmood, Rajiv Bahl, Alan L. Chang, Mohammad Sajjad Ghaemi, Arup Dutta, Sayedur Rahman, Michael Snyder, Salahuddin Ahmed, Ronald S. Gibbs, Syed Jafar Raza Rizvi, Stillbirth, Maurice L. Druzin, Natalie Stanley, Arif Mahmud, Rasheda Khanam, Sunil Sazawal, Furqan Kabir, Ronald J. Wong, Gary M. Shaw, Martha Tingle, Fahad Aftab, Aishwarya Chauhan, Usha Dhingra, Maria Xenochristou, Jeffrey C. Murray, David K. Stevenson, Shaali M. Ame, Amy S. Tsai, Cecele C. Quaintance, Jesmin Pervin, Muhammad Imran Nisar, Mohammed Hamad Juma, Songjie Chen, Muhammad Ilyas, Martin Becker, Sajid Muhammad, Sayan Das, Saikat Deb, Dyani Gaudilliere, Brice Gaudilliere, Anthony Culos, Ambreen Nizar, Nima Aghaeepour, Ina A. Stelzer, Alliance for Maternal, Sachiyo Yoshida, Camilo Espinosa, Mamun Ibne Moin, Nazma Begum, Javairia Khalid, Kazuo Ando, Virginia D. Winn, Xiaoyuan Han, and Abdullah H Baqui
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Adult ,medicine.medical_specialty ,Gestational Age ,macromolecular substances ,Urine ,Global Health ,environment and public health ,Machine Learning ,Pregnancy ,Clinical Decision Rules ,medicine ,Humans ,Metabolomics ,Developing Countries ,Perinatal Mortality ,Original Investigation ,Univariate analysis ,integumentary system ,Receiver operating characteristic ,Obstetrics ,business.industry ,Gene Expression Profiling ,Research ,Infant, Newborn ,Pregnancy Outcome ,Gestational age ,Correction ,General Medicine ,medicine.disease ,Quality Improvement ,Causality ,Perinatal Care ,Online Only ,Biorepository ,Early Diagnosis ,Premature birth ,Gestation ,Premature Birth ,Female ,Other ,business - Abstract
This diagnostic/prognostic study describes the use of cell-free transcriptomics, urine metabolomics, and plasma proteomics for identifying the biological measurements associated with preterm birth., Key Points Question What maternal biological modalities are associated with preterm birth (PTB)? Findings In this diagnostic/prognostic study of 81 pregnant women from 5 birth cohorts in low- and middle-income countries, several correlates of preterm birth in urine and blood were found to be associated with PTB. Although cohort-specific signatures were present, a machine learning algorithm was able to generate a model that was capable of predicting PTB across the cohorts. Meaning Results of this study suggest that most PTBs can be predicted using blood and urine samples collected early in the pregnancy, providing opportunities for interventions., Importance Worldwide, preterm birth (PTB) is the single largest cause of deaths in the perinatal and neonatal period and is associated with increased morbidity in young children. The cause of PTB is multifactorial, and the development of generalizable biological models may enable early detection and guide therapeutic studies. Objective To investigate the ability of transcriptomics and proteomics profiling of plasma and metabolomics analysis of urine to identify early biological measurements associated with PTB. Design, Setting, and Participants This diagnostic/prognostic study analyzed plasma and urine samples collected from May 2014 to June 2017 from pregnant women in 5 biorepository cohorts in low- and middle-income countries (LMICs; ie, Matlab, Bangladesh; Lusaka, Zambia; Sylhet, Bangladesh; Karachi, Pakistan; and Pemba, Tanzania). These cohorts were established to study maternal and fetal outcomes and were supported by the Alliance for Maternal and Newborn Health Improvement and the Global Alliance to Prevent Prematurity and Stillbirth biorepositories. Data were analyzed from December 2018 to July 2019. Exposures Blood and urine specimens that were collected early during pregnancy (median sampling time of 13.6 weeks of gestation, according to ultrasonography) were processed, stored, and shipped to the laboratories under uniform protocols. Plasma samples were assayed for targeted measurement of proteins and untargeted cell-free ribonucleic acid profiling; urine samples were assayed for metabolites. Main Outcomes and Measures The PTB phenotype was defined as the delivery of a live infant before completing 37 weeks of gestation. Results Of the 81 pregnant women included in this study, 39 had PTBs (48.1%) and 42 had term pregnancies (51.9%) (mean [SD] age of 24.8 [5.3] years). Univariate analysis demonstrated functional biological differences across the 5 cohorts. A cohort-adjusted machine learning algorithm was applied to each biological data set, and then a higher-level machine learning modeling combined the results into a final integrative model. The integrated model was more accurate, with an area under the receiver operating characteristic curve (AUROC) of 0.83 (95% CI, 0.72-0.91) compared with the models derived for each independent biological modality (transcriptomics AUROC, 0.73 [95% CI, 0.61-0.83]; metabolomics AUROC, 0.59 [95% CI, 0.47-0.72]; and proteomics AUROC, 0.75 [95% CI, 0.64-0.85]). Primary features associated with PTB included an inflammatory module as well as a metabolomic module measured in urine associated with the glutamine and glutamate metabolism and valine, leucine, and isoleucine biosynthesis pathways. Conclusions and Relevance This study found that, in LMICs and high PTB settings, major biological adaptations during term pregnancy follow a generalizable model and the predictive accuracy for PTB was augmented by combining various omics data sets, suggesting that PTB is a condition that manifests within multiple biological systems. These data sets, with machine learning partnerships, may be a key step in developing valuable predictive tests and intervention candidates for preventing PTB.
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- 2020
5. Deep Immune Profiling of an Arginine-Enriched Nutritional Intervention in Patients Undergoing Surgery
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Cindy Kin, Martha Tingle, Andrew A. Shelton, Garry P. Nolan, Dyani Gaudilliere, Hope L. Lancero, Kent P. Jensen, Martin S. Angst, Nima Aghaeepour, Robin Okada, Leslie McNeil, Benjamin Choisy, Edward A. Ganio, Amy S. Tsai, and Brice Gaudilliere
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0301 basic medicine ,MAPK/ERK pathway ,medicine.medical_specialty ,Arginine ,business.industry ,Immunology ,Surgery ,Clinical trial ,03 medical and health sciences ,030104 developmental biology ,Immune system ,Intervention (counseling) ,medicine ,Immunology and Allergy ,Mass cytometry ,Elective surgery ,business ,Adverse effect - Abstract
Application of high-content immune profiling technologies has enormous potential to advance medicine. Whether these technologies reveal pertinent biology when implemented in interventional clinical trials is an important question. The beneficial effects of preoperative arginine-enriched dietary supplements (AES) are highly context specific, as they reduce infection rates in elective surgery, but possibly increase morbidity in critically ill patients. This study combined single-cell mass cytometry with the multiplex analysis of relevant plasma cytokines to comprehensively profile the immune-modifying effects of this much-debated intervention in patients undergoing surgery. An elastic net algorithm applied to the high-dimensional mass cytometry dataset identified a cross-validated model consisting of 20 interrelated immune features that separated patients assigned to AES from controls. The model revealed wide-ranging effects of AES on innate and adaptive immune compartments. Notably, AES increased STAT1 and STAT3 signaling responses in lymphoid cell subsets after surgery, consistent with enhanced adaptive mechanisms that may protect against postsurgical infection. Unexpectedly, AES also increased ERK and P38 MAPK signaling responses in monocytic myeloid-derived suppressor cells, which was paired with their pronounced expansion. These results provide novel mechanistic arguments as to why AES may exert context-specific beneficial or adverse effects in patients with critical illness. This study lays out an analytical framework to distill high-dimensional datasets gathered in an interventional clinical trial into a fairly simple model that converges with known biology and provides insight into novel and clinically relevant cellular mechanisms.
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- 2017
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6. Systemic Immunologic Consequences of Chronic Periodontitis
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Brice Gaudilliere, Anthony Culos, Basile Bertrand, Jill A. Helms, Benjamin Choisy, Martin S. Angst, Ramin Fallahzadeh, Jakob Einhaus, Edward A. Ganio, Kazuo Ando, Quentin Baca, Athena Tanada, Natalie Stanley, T. Alpagot, William Choi, Nima Aghaeepour, Xiaoyuan Han, Dyani Gaudilliere, Mohammad Sajjad Ghaemi, Karim Djebali, Martha Tingle, Amy S. Tsai, Robin Okada, A. Maghaireh, and Julien Hedou
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Adult ,Male ,Lipopolysaccharide ,Neutrophils ,Population ,Disease ,Monocytes ,Natural killer cell ,Proinflammatory cytokine ,chemistry.chemical_compound ,Immune system ,medicine ,Humans ,Prospective Studies ,education ,General Dentistry ,education.field_of_study ,Innate immune system ,business.industry ,Research Reports ,Middle Aged ,medicine.disease ,Chronic periodontitis ,Killer Cells, Natural ,medicine.anatomical_structure ,chemistry ,Immunology ,Chronic Periodontitis ,Cytokines ,Female ,business ,Porphyromonas gingivalis - Abstract
Chronic periodontitis (ChP) is a prevalent inflammatory disease affecting 46% of the US population. ChP produces a profound local inflammatory response to dysbiotic oral microbiota that leads to destruction of alveolar bone and tooth loss. ChP is also associated with systemic illnesses, including cardiovascular diseases, malignancies, and adverse pregnancy outcomes. However, the mechanisms underlying these adverse health outcomes are poorly understood. In this prospective cohort study, we used a highly multiplex mass cytometry immunoassay to perform an in-depth analysis of the systemic consequences of ChP in patients before ( n = 28) and after ( n = 16) periodontal treatment. A high-dimensional analysis of intracellular signaling networks revealed immune system–wide dysfunctions differentiating patients with ChP from healthy controls. Notably, we observed exaggerated proinflammatory responses to Porphyromonas gingivalis–derived lipopolysaccharide in circulating neutrophils and monocytes from patients with ChP. Simultaneously, natural killer cell responses to inflammatory cytokines were attenuated. Importantly, the immune alterations associated with ChP were no longer detectable 3 wk after periodontal treatment. Our findings demarcate systemic and cell-specific immune dysfunctions in patients with ChP, which can be temporarily reversed by the local treatment of ChP. Future studies in larger cohorts are needed to test the boundaries of generalizability of our results.
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- 2019
7. Patient-specific Immune States before Surgery Are Strong Correlates of Surgical Recovery
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Nima Aghaeepour, Edward A. Ganio, Garry P. Nolan, Martin S. Angst, Gabriela K. Fragiadakis, Brice Gaudilliere, and Martha Tingle
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0301 basic medicine ,medicine.medical_specialty ,Perioperative management ,business.industry ,Patient specific ,Preoperative care ,Article ,Surgery ,03 medical and health sciences ,Hip arthroplasty ,030104 developmental biology ,0302 clinical medicine ,Anesthesiology and Pain Medicine ,Immune system ,Surgical recovery ,Immune correlates ,030220 oncology & carcinogenesis ,Anesthesia ,Medicine ,In patient ,Mass cytometry ,business - Abstract
Background Recovery after surgery is highly variable. Risk-stratifying patients based on their predicted recovery profile will afford individualized perioperative management strategies. Recently, application of mass cytometry in patients undergoing hip arthroplasty revealed strong immune correlates of surgical recovery in blood samples collected shortly after surgery. However, the ability to interrogate a patient’s immune state before surgery and predict recovery is highly desirable in perioperative medicine. Methods To evaluate a patient’s presurgical immune state, cell-type–specific intracellular signaling responses to ex vivo ligands (lipopolysaccharide, interleukin [IL]-6, IL-10, and IL-2/granulocyte macrophage colony-stimulating factor) were quantified by mass cytometry in presurgical blood samples. Selected ligands modulate signaling processes perturbed by surgery. Twenty-three cell surface and 11 intracellular markers were used for the phenotypic and functional characterization of major immune cell subsets. Evoked immune responses were regressed against patient-centered outcomes, contributing to protracted recovery including functional impairment, postoperative pain, and fatigue. Results Evoked signaling responses varied significantly and defined patient-specific presurgical immune states. Eighteen signaling responses correlated significantly with surgical recovery parameters (|R| = 0.37 to 0.70; false discovery rate < 0.01). Signaling responses downstream of the toll-like receptor 4 in cluster of differentiation (CD) 14+ monocytes were particularly strong correlates, accounting for 50% of observed variance. Immune correlates identified in presurgical blood samples mirrored correlates identified in postsurgical blood samples. Conclusions Convergent findings in pre- and postsurgical analyses provide validation of reported immune correlates and suggest a critical role of the toll-like receptor 4 signaling pathway in monocytes for the clinical recovery process. The comprehensive assessment of patients’ preoperative immune state is promising for predicting important recovery parameters and may lead to clinical tests using standard flow cytometry.
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- 2015
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8. Implementing Mass Cytometry at the Bedside to Study the Immunological Basis of Human Diseases: Distinctive Immune Features in Patients with a History of Term or Preterm Birth
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Quentin Baca, David K. Stevenson, Martin S. Angst, Gary M. Shaw, Martha Tingle, Nima Aghaeepour, Edward A. Ganio, Yasser Y. El-Sayed, Brice Gaudilliere, Garry P. Nolan, Gabriela K. Fragiadakis, Cele Quaintance, David B. Lewis, Ronald J. Wong, and Hope L. Lancero
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Pregnancy ,Histology ,medicine.diagnostic_test ,biology ,business.industry ,Cell Biology ,medicine.disease ,Peripheral blood mononuclear cell ,Pathology and Forensic Medicine ,Flow cytometry ,Immune system ,Immunology ,medicine ,biology.protein ,Mass cytometry ,Antibody ,business ,Cytometry ,Whole blood - Abstract
Single-cell technologies have immense potential to shed light on molecular and biological processes that drive human diseases. Mass cytometry (or Cytometry by Time Of Flight mass spectrometry, CyTOF) has already been employed in clinical studies to comprehensively survey patients' circulating immune system. As interest in the "bedside" application of mass cytometry is growing, the delineation of relevant methodological issues is called for. This report uses a newly generated dataset to discuss important methodological considerations when mass cytometry is implemented in a clinical study. Specifically, the use of whole blood samples versus peripheral blood mononuclear cells (PBMCs), design of mass-tagged antibody panels, technical and analytical implications of sample barcoding, and application of traditional and unsupervised approaches to analyze high-dimensional mass cytometry datasets are discussed. A mass cytometry assay was implemented in a cross-sectional study of 19 women with a history of term or preterm birth to determine whether immune traits in peripheral blood differentiate the two groups in the absence of pregnancy. Twenty-seven phenotypic and 11 intracellular markers were simultaneously analyzed in whole blood samples stimulated with lipopolysaccharide (LPS at 0, 0.1, 1, 10, and 100 ng mL(-1)) to examine dose-dependent signaling responses within the toll-like receptor 4 (TLR4) pathway. Complementary analyses, grounded in traditional or unsupervised gating strategies of immune cell subsets, indicated that the prpS6 and pMAPKAPK2 responses in classical monocytes are accentuated in women with a history of preterm birth (FDR
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- 2015
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9. Human umbilical cord plasma proteins revitalize hippocampal function in aged mice
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Jadon C. Shen, Daniela Berdnik, Xinmin Xie, Izumi V. Hinkson, Bende Zou, Alisha McBride, Michelle L. James, Rachelle J. Abbey, Kira I. Mosher, Martha Tingle, Tony Wyss-Coray, Martin S. Angst, and Joseph M. Castellano
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0301 basic medicine ,Male ,Aging ,Central nervous system ,Long-Term Potentiation ,Protein Array Analysis ,Hippocampal formation ,Biology ,Blood–brain barrier ,Hippocampus ,Article ,Healthy Aging ,03 medical and health sciences ,Mice ,Cognition ,medicine ,Hippocampus (mythology) ,Animals ,Humans ,Maze Learning ,Spatial Memory ,Neurons ,Tissue Inhibitor of Metalloproteinase-2 ,Multidisciplinary ,Neuronal Plasticity ,Long-term potentiation ,Blood Proteins ,Fetal Blood ,030104 developmental biology ,medicine.anatomical_structure ,Neuroimmunology ,Ageing ,Immunology ,Synaptic plasticity ,Female ,Neuroscience - Abstract
Ageing drives changes in neuronal and cognitive function, the decline of which is a major feature of many neurological disorders. The hippocampus, a brain region subserving roles of spatial and episodic memory and learning, is sensitive to the detrimental effects of ageing at morphological and molecular levels. With advancing age, synapses in various hippocampal subfields exhibit impaired long-term potentiation1, an electrophysiological correlate of learning and memory. At the molecular level, immediate early genes are among the synaptic plasticity genes that are both induced by long-term potentiation2, 3, 4 and downregulated in the aged brain5, 6, 7, 8. In addition to revitalizing other aged tissues9, 10, 11, 12, 13, exposure to factors in young blood counteracts age-related changes in these central nervous system parameters14, 15, 16, although the identities of specific cognition-promoting factors or whether such activity exists in human plasma remains unknown17. We hypothesized that plasma of an early developmental stage, namely umbilical cord plasma, provides a reservoir of such plasticity-promoting proteins. Here we show that human cord plasma treatment revitalizes the hippocampus and improves cognitive function in aged mice. Tissue inhibitor of metalloproteinases 2 (TIMP2), a blood-borne factor enriched in human cord plasma, young mouse plasma, and young mouse hippocampi, appears in the brain after systemic administration and increases synaptic plasticity and hippocampal-dependent cognition in aged mice. Depletion experiments in aged mice revealed TIMP2 to be necessary for the cognitive benefits conferred by cord plasma. We find that systemic pools of TIMP2 are necessary for spatial memory in young mice, while treatment of brain slices with TIMP2 antibody prevents long-term potentiation, arguing for previously unknown roles for TIMP2 in normal hippocampal function. Our findings reveal that human cord plasma contains plasticity-enhancing proteins of high translational value for targeting ageing- or disease-associated hippocampal dysfunction.
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- 2017
10. An immune clock of human pregnancy
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Maurice L. Druzin, Gary L. Darmstadt, Sofie Van Gassen, Martha Tingle, Virginia D. Winn, David K. Stevenson, Quentin Baca, Robin Okada, Nima Aghaeepour, Garry P. Nolan, Leslie McNeil, David B. Lewis, Ronald J. Wong, David Furman, Yaser Y. El-Sayed, Amy S. Tsai, Martin S. Angst, Mohammad Sajjad Ghaemi, Robert Tibshirani, Edward A. Ganio, Ronald S. Gibbs, Gary M. Shaw, Brice Gaudilliere, David R. McIlwain, Dyani Gaudilliere, and Cecele C. Quaintance
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0301 basic medicine ,Elastic net regularization ,Cell signaling ,T cell ,Immunology ,Computational biology ,Biology ,Bioinformatics ,INFLUENZA-A VIRUS ,PHENOTYPE ,DENDRITIC CELLS ,ACTIVATION ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,medicine ,Medicine and Health Sciences ,Mass cytometry ,REGULATORY T-CELLS ,TOLL-LIKE RECEPTORS ,Pregnancy ,Term pregnancy ,Biology and Life Sciences ,General Medicine ,medicine.disease ,MASS CYTOMETRY ,3. Good health ,030104 developmental biology ,medicine.anatomical_structure ,Mathematics and Statistics ,HEALTH ,Signal transduction ,NK CELLS ,030217 neurology & neurosurgery ,RESPONSES - Abstract
The maintenance of pregnancy relies on finely tuned immune adaptations. We demonstrate that these adaptations are precisely timed, reflecting an immune clock of pregnancy in women delivering at term. Using mass cytometry, the abundance and functional responses of all major immune cell subsets were quantified in serial blood samples collected throughout pregnancy. Cell signaling-based Elastic Net, a regularized regression method adapted from the elastic net algorithm, was developed to infer and prospectively validate a predictive model of interrelated immune events that accurately captures the chronology of pregnancy. Model components highlighted existing knowledge and revealed previously unreported biology, including a critical role for the interleukin-2-dependent STAT5ab signaling pathway in modulating T cell function during pregnancy. These findings unravel the precise timing of immunological events occurring during a term pregnancy and provide the analytical framework to identify immunological deviations implicated in pregnancy-related pathologies.
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- 2017
11. Aversive and Reinforcing Opioid Effects
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Amrita Ray, Gary E. Swan, Martin S. Angst, Nicholas G. Phillips, J. David Clark, Martha Tingle, David R. Drover, and Laura C. Lazzeroni
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medicine.medical_specialty ,business.industry ,Nausea ,Sedation ,Twin study ,law.invention ,Anesthesiology and Pain Medicine ,Randomized controlled trial ,Opioid ,law ,Pharmacogenomics ,Anesthesia ,medicine ,Alfentanil ,medicine.symptom ,Medical prescription ,Intensive care medicine ,business ,medicine.drug - Abstract
Background The clinical utility of opioids is limited by adverse drug effects including respiratory depression, sedation, nausea, and pruritus. In addition, abuse of prescription opioids is problematic. Gaining a better understanding of the genetic and environmental mechanisms contributing to an individual's susceptibility to adverse opioid effects is essential to identify patients at risk. Methods A classic twin study paradigm provided estimates for the genetic and familial (genetic and/or shared environment) contribution to acute adverse and affective opioid responses, all secondary outcomes of a larger dataset. One hundred twenty-one twin pairs were recruited in a single occasion, randomized, double-blind, and placebo-controlled study. The μ-opioid receptor agonist alfentanil and saline placebo were administered as target-controlled infusions under carefully monitored laboratory conditions. Measured outcomes included respiratory depression, sedation, nausea, pruritus, drug liking, and drug disliking. Demographic information was collected, and aspects of mood and sleep were evaluated. Results Significant heritability was detected for respiratory depression (30%), nausea (59%), and drug disliking (36%). Significant familial effects were detected for sedation (29%), pruritus (38%), dizziness (32%), and drug liking (26%). Significant covariates included age, sex, race, ethnicity, education, mood, and depression. Covariates affected sedation, pruritus, drug liking and disliking, and dizziness. Conclusions This study demonstrates that large-scale efforts to collect quantitative and well-defined opioid response data are not only feasible but also produce data that are suitable for genetic analysis. Genetic, environmental, and demographic factors work together to control adverse and reinforcing opioid responses, but contribute differently to specific responses.
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- 2012
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12. Opioid Pharmacogenomics Using a Twin Study Paradigm: Methods and Procedures for Determining Familial Aggregation and Heritability
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David R. Drover, Martha Tingle, Laura C. Lazzeroni, Martin S. Angst, Nicholas G. Phillips, J. David Clark, Jeffrey L. Galinkin, Gary E. Swan, and Uwe Christians
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Adult ,Male ,medicine.medical_specialty ,Dizygotic twin ,media_common.quotation_subject ,Analgesic ,Pain ,Young Adult ,Double-Blind Method ,Twins, Dizygotic ,Humans ,Medicine ,Alfentanil ,Intensive care medicine ,Genetics (clinical) ,Pain Measurement ,media_common ,business.industry ,Addiction ,Obstetrics and Gynecology ,Family aggregation ,Pain Perception ,Twins, Monozygotic ,Middle Aged ,Twin study ,Analgesics, Opioid ,Opioid ,Pharmacogenetics ,Pharmacogenomics ,Anesthesia ,Pediatrics, Perinatology and Child Health ,Female ,business ,medicine.drug - Abstract
Opioids are the cornerstone medication for the treatment of moderate to severe pain. However, analgesic opioid requirements and the propensity to suffer from aversive opioid effects, including fatal respiratory depression and addiction, vary widely among patients. The factors underlying the substantial response variance remain largely unknown and need clarification for using opioids more effectively in appropriately selected patients. This ongoing study takes advantage of the twin paradigm to estimate the genetic and environmental contributions to inter-individual differences in opioid responses. Evidence of significant heritability will justify more detailed and extensive genomic studies. The enrollment target is 80 monozygotic and 45 dizygotic twin pairs who undergo a target-controlled infusion of the opioid alfentanil and saline placebo in sequential but randomized order. In a laboratory-type setting, well-defined pharmacodynamic endpoints are measured to quantify pain sensitivity, analgesic opioid effects, and aversive opioid effects including respiratory depression, sedation and reinforcing affective responses. First results obtained in 159 participants provide evidence for the feasibility and utility of this interventional study paradigm to estimate familial aggregation and heritability components of relevant drug effects. Areas highlighted in this report include recruitment strategies, required infrastructure and personnel, selection of relevant outcome measures, drug infusion algorithm minimizing pharmacokinetic variability, and considerations for optimizing data quality and quantity without hampering feasibility. Applying the twin paradigm to complex and potentially harmful studies comprehensively characterizing pharmacological response profiles is without much precedent. Methods and first results including heritability estimates for heat and cold pain sensitivity should be of interest to investigators considering similar studies.
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- 2010
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13. No evidence for the development of acute tolerance to analgesic, respiratory depressant and sedative opioid effects in humans
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Martha Tingle, Steven L. Shafer, Martin S. Angst, J. David Clark, Larry F. Chu, and David R. Drover
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Adult ,Male ,Pain Threshold ,medicine.drug_class ,Visual analogue scale ,Sedation ,Analgesic ,Remifentanil ,Pharmacology ,Young Adult ,Double-Blind Method ,Piperidines ,Humans ,Medicine ,Drug Interactions ,Pain Measurement ,Dose-Response Relationship, Drug ,business.industry ,Drug Tolerance ,Analgesics, Opioid ,Anesthesiology and Pain Medicine ,Neurology ,Opioid ,Sedative ,Pharmacodynamics ,Anesthesia ,Injections, Intravenous ,Female ,Neurology (clinical) ,medicine.symptom ,Pulmonary Ventilation ,business ,Monte Carlo Method ,Respiratory minute volume ,medicine.drug - Abstract
It is widely accepted that chronic opioid therapy is associated with the development of pharmacologicaltolerance.Morecontroversialisthequestionastowhetheracuteopioidadministrationcanresultin‘‘acutetolerance.” The aim of this double-blind, placebo-controlled study in thirty-six healthy human volunteerswastoexaminewhethera3-hintravenousinfusiondeliveringtwodifferentbutclinicallyrelevantdosesofthe l -opioid receptor agonist remifentanil would result in tolerance to analgesic, respiratory depressantand/or sedative opioid effects. The blood remifentanil concentration versus opioid effect relationshipwas determined before and after the 3-h infusion. Tolerance was inferred if the potency of remifentanilwas significantly lower after the 3-h infusion. Opioid analgesia was assessed with the aid of the cold pres-sor test and models of electrical and heat pain. Respiratory depression was assessed by measuring arterialpCO 2 and minute ventilation. Subjective sedation scores were assessed on a visual analogue scale. Mixedeffects modeling was used to relate the steady-state blood remifentanil concentration to each pharmaco-dynamic assessment. Neither dose of remifentanil produced detectable tolerance to any of the measuredopioid effects following a 3-h infusion. The study was adequately powered to detect a decrease in potencyof 5–24% for analgesia, 20–48% for respiratory depression, and 32% for sedative effects. These results sug-gest that short-term administration of clinically useful doses of remifentanil is not associated with thedevelopment of significant tolerance to analgesic, respiratory depressant, or sedative opioid effects. 2008 International Association for the Study of Pain. Published by Elsevier B.V. All rights reserved.
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- 2009
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14. Cytokine profile in human skin in response to experimental inflammation, noxious stimulation, and administration of a COX-inhibitor: A microdialysis study
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Martin Schmelz, J D Clark, Martin S. Angst, Martha Tingle, Brendan Carvalho, and David C. Yeomans
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Adult ,Male ,Microdialysis ,Chemokine ,Hot Temperature ,medicine.drug_class ,medicine.medical_treatment ,Sunburn ,Inflammation ,Pharmacology ,Anti-inflammatory ,Double-Blind Method ,Noxious stimulus ,Humans ,Medicine ,Cyclooxygenase Inhibitors ,Interleukin 6 ,Pain Measurement ,Skin ,Cross-Over Studies ,biology ,business.industry ,Anesthesiology and Pain Medicine ,Cytokine ,Neurology ,Immunology ,Hyperalgesia ,biology.protein ,Cytokines ,Female ,Neurology (clinical) ,Inflammation Mediators ,medicine.symptom ,business ,Biomarkers - Abstract
Animal studies have documented a critical role for cytokines in cell signaling events underlying inflammation and pain associated with tissue injury. While clinical reports indicate an important role of cytokines in inflammatory pain, methodological limitations have made systematic human studies difficult. This study examined the utility of a human in vivo bioassay combining microdialysis with multiplex immunoassay techniques for measuring cytokine arrays in tissue. The first experiment measured cytokines in interstitial fluid collected from non-inflamed and experimentally inflamed skin (UVB). The effects of noxious heat on cytokine release were also assessed. The second experiment examined whether anti-hyperalgesic effects of the COX-inhibitor ibuprofen were associated with decreased tissue levels of the pro-inflammatory cytokines IL-1 beta and IL-6. In the first experiment, inflammation significantly increased IL-1 beta, IL-6, IL-8, IL-10, G-CSF, and MIP-1 beta. Noxious heat but not experimental inflammation significantly increased IL-7 and IL-13. In the second experiment, an oral dose of 400 and 800 mg ibuprofen produced similar anti-hyperalgesic effects suggesting a ceiling effect. Tissue levels of IL-1 beta and IL-6 were not affected after the 400mg dose but decreased significantly (44+/-32% and 38+/-13%) after the 800 mg dose. These results support the utility of explored method for tracking cytokines in human tissue and suggest that anti-hyperalgesic and anti-inflammatory effects of ibuprofen are at least partially dissociated. The data further suggest that high clinical doses of ibuprofen exert anti-inflammatory effects by down-regulating tissue cytokine levels. Explored human bioassay is a promising tool for studying the pathology and pharmacology of inflammatory and chronic pain conditions.
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- 2008
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15. Implementing Mass Cytometry at the Bedside to Study the Immunological Basis of Human Diseases: Distinctive Immune Features in Patients with a History of Term or Preterm Birth
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Brice, Gaudillière, Edward A, Ganio, Martha, Tingle, Hope L, Lancero, Gabriela K, Fragiadakis, Quentin J, Baca, Nima, Aghaeepour, Ronald J, Wong, Cele, Quaintance, Yasser Y, El-Sayed, Gary M, Shaw, David B, Lewis, David K, Stevenson, Garry P, Nolan, and Martin S, Angst
- Subjects
Adult ,Cross-Sectional Studies ,Point-of-Care Testing ,Pregnancy ,Term Birth ,Infant, Newborn ,Leukocytes, Mononuclear ,Humans ,Premature Birth ,Female ,Flow Cytometry - Abstract
Single-cell technologies have immense potential to shed light on molecular and biological processes that drive human diseases. Mass cytometry (or Cytometry by Time Of Flight mass spectrometry, CyTOF) has already been employed in clinical studies to comprehensively survey patients' circulating immune system. As interest in the "bedside" application of mass cytometry is growing, the delineation of relevant methodological issues is called for. This report uses a newly generated dataset to discuss important methodological considerations when mass cytometry is implemented in a clinical study. Specifically, the use of whole blood samples versus peripheral blood mononuclear cells (PBMCs), design of mass-tagged antibody panels, technical and analytical implications of sample barcoding, and application of traditional and unsupervised approaches to analyze high-dimensional mass cytometry datasets are discussed. A mass cytometry assay was implemented in a cross-sectional study of 19 women with a history of term or preterm birth to determine whether immune traits in peripheral blood differentiate the two groups in the absence of pregnancy. Twenty-seven phenotypic and 11 intracellular markers were simultaneously analyzed in whole blood samples stimulated with lipopolysaccharide (LPS at 0, 0.1, 1, 10, and 100 ng mL(-1)) to examine dose-dependent signaling responses within the toll-like receptor 4 (TLR4) pathway. Complementary analyses, grounded in traditional or unsupervised gating strategies of immune cell subsets, indicated that the prpS6 and pMAPKAPK2 responses in classical monocytes are accentuated in women with a history of preterm birth (FDR1%). The results suggest that women predisposed to preterm birth may be prone to mount an exacerbated TLR4 response during the course of pregnancy. This important hypothesis-generating finding points to the power of single-cell mass cytometry to detect biologically important differences in a relatively small patient cohort.
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- 2015
16. The Site of Action of Epidural Fentanyl Infusions in the Presence of Local Anesthetics: A Minimum Local Analgesic Concentration Infusion Study in Nulliparous Labor
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Sheila E. Cohen, Edward T. Riley, Y. Ginosar, Edward Mirikatani, Emily F. Ratner, Martha Tingle, Malachy O. Columb, and Martin S. Angst
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Adult ,medicine.medical_specialty ,Adolescent ,medicine.drug_class ,Analgesic ,Injections ,Fentanyl ,Route of administration ,Double-Blind Method ,Pregnancy ,medicine ,Humans ,Potency ,Anesthetics, Local ,Pain Measurement ,Bupivacaine ,Local anesthetic ,business.industry ,Surgery ,Analgesia, Epidural ,Analgesics, Opioid ,Parity ,Anesthesiology and Pain Medicine ,Opioid ,Anesthesia ,Injections, Intravenous ,Analgesia, Obstetrical ,Female ,business ,Perfusion ,medicine.drug - Abstract
UNLABELLED: We have previously demonstrated that continuous epidural infusions of fentanyl without local anesthetics elicit analgesia by a systemic mechanism. In this study, we examined the hypothesis that, in the presence of epidural bupivacaine, continuous infusions of epidural fentanyl elicit analgesia by a spinal mechanism. Forty-eight nulliparous women in active labor participated in this prospective, randomized, double-blinded study. Women received lumbar epidural analgesia with 20-30 mL bupivacaine 0.125% until pain free. Subjects were then randomized to either IV or epidural (EPI) fentanyl infusion groups. Each infusion delivered fentanyl 30 microg/h. All women received an epidural infusion of bupivacaine at a rate of 20 mL/h, the concentration of which was determined by the response of the previous woman in the same group to the analgesic regimen used. Unlike previous studies that assessed the minimum local analgesic concentration (MLAC) for bolus administration at the initiation of analgesia, this study assessed MLAC(infusion) for the maintenance of analgesia throughout the first stage of labor. MLAC(infusion) was determined using the up-down sequential analysis described by Dixon and Massey. The MLAC(infusion) of epidural bupivacaine was 0.063% (95% confidence interval, 0.058-0.068) and 0.019% (95% confidence interval, 0.000-0.038) in the IV and EPI groups respectively. A continuous infusion of fentanyl was more than three times as potent when administered by the epidural than by the IV route. This marked increase in potency for the epidural route is highly suggestive for a predominantly spinal mechanism of action for infused epidural fentanyl under the conditions of this study. IMPLICATIONS: This study determined the median effective concentration for epidural infusions of bupivacaine during labor analgesia. Coadministered epidural fentanyl infusions were more than three times more potent than IV fentanyl infusions, suggesting a predominantly spinal mechanism of opioid action under these study conditions.
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- 2003
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17. Clinical recovery from surgery correlates with single-cell immune signatures
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Rachel Finck, James I. Huddleston, Robert V. Bruggner, Garry P. Nolan, William J. Maloney, Martha Tingle, Gabriela K. Fragiadakis, Martin S. Angst, Stuart B. Goodman, Monica Nicolau, Julian Silva, Wendy J. Fantl, Mark M. Davis, Brice Gaudilliere, Christine G. Yeh, Edward A. Ganio, and Sean C. Bendall
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medicine.medical_specialty ,biology ,business.industry ,CD14 ,Cell ,General Medicine ,Bioinformatics ,CREB ,Surgery ,medicine.anatomical_structure ,Immune system ,STAT protein ,biology.protein ,medicine ,Phosphorylation ,Mass cytometry ,STAT3 ,business - Abstract
Delayed recovery from surgery causes personal suffering and substantial societal and economic costs. Whether immune mechanisms determine recovery after surgical trauma remains ill-defined. Single-cell mass cytometry was applied to serial whole-blood samples from 32 patients undergoing hip replacement to comprehensively characterize the phenotypic and functional immune response to surgical trauma. 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 STAT3 (signal transducer and activator of transcription), CREB (adenosine 3′,5′-monophosphate response element–binding protein), and NF-κB (nuclear factor κB) signaling responses in subsets of CD14 + monocytes ( R = 0.7 to 0.8, false discovery rate
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- 2014
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18. Pain sensitivity and opioid analgesia: a pharmacogenomic twin study
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Gary E. Swan, Martin S. Angst, Martha Tingle, Laura C. Lazzeroni, Nicholas G. Phillips, Amrita Ray, J. David Clark, and David R. Drover
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Adult ,Male ,Pain Threshold ,Adolescent ,Dizygotic twin ,Analgesic ,Twins ,Pain ,Bioinformatics ,Young Adult ,Double-Blind Method ,Threshold of pain ,Medicine ,Humans ,Alfentanil ,Aged ,Pain Measurement ,business.industry ,Family aggregation ,Middle Aged ,Twin study ,Analgesics, Opioid ,Anesthesiology and Pain Medicine ,Neurology ,Opioid ,Anesthesia ,Anxiety ,Female ,Neurology (clinical) ,medicine.symptom ,business ,medicine.drug - Abstract
Opioids are the cornerstone medication for the management of moderate to severe pain. Unfortunately, vast inter-individual differences in dose requirements complicate their effective and safe clinical use. Mechanisms underlying such differences are incompletely understood, are likely multifactorial, and include genetic and environmental contributions. While accumulating evidence suggests that variants of several genes account for some of the observed response variance, the relative contribution of these factors remains unknown. This study used a twin paradigm to provide a global estimate of the genetic and environmental contributions to inter-individual differences in pain sensitivity and analgesic opioid effects. Eighty one monozygotic and 31 dizygotic twin pairs successfully underwent a computer-controlled infusion with the μ-opioid agonist alfentanil in a single occasion, randomized, double-blind and placebo-controlled study design. Pain sensitivity and analgesic effects were assessed with experimental heat and cold pressor pain models along with important covariates including demographic factors, depression, anxiety, and sleep quality. Significant heritability was detected for cold pressor pain tolerance and opioid-mediated elevations in heat and cold pressor pain thresholds. Genetic effects accounted for 12–60% of the observed response variance. Significant familial effects accounting for 24–32% of observed variance were detected for heat and cold pressor pain thresholds and opioid-mediated elevation in cold pressor pain tolerance. Significant covariates included age, gender, race, education, and anxiety. Results provide a strong rationale for more detailed molecular genetic studies to elucidate mechanisms underlying inter-individual differences in pain sensitivity and analgesic opioid responses. Such studies will require careful consideration of the studied pain phenotype.
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- 2011
19. Human In-Vivo Bioassay for the Tissue-Specific Measurement of Nociceptive and Inflammatory Mediators
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Martin Schmelz, Martha Tingle, David C. Yeomans, Martin S. Angst, and Brendan Carvalho
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Pathology ,medicine.medical_specialty ,Microdialysis ,General Chemical Engineering ,Pain ,Inflammation ,Dermatitis ,General Biochemistry, Genetics and Molecular Biology ,Interstitial fluid ,Extracellular fluid ,Medicine ,Bioassay ,Humans ,Multiplex ,General Immunology and Microbiology ,business.industry ,General Neuroscience ,Extracellular Fluid ,Nociception ,Sample collection ,medicine.symptom ,Inflammation Mediators ,business ,Biomarkers - Abstract
This in-vivo human bioassay can be used to study human volunteers and patients. Samples are collected from pertinent tissue sites such as the skin via aseptically inserted microdialysis catheters (Dermal Dialysis, Erlangen, Germany). Illustrated in this example is the collection of interstitial fluid from experimentally inflamed skin in human volunteers. Sample collection can be combined with other experimental tests. For example, the simultaneous assessment of locally released biochemicals and subjective sensitivity to painful stimuli in experimentally inflamed skin provides the critical biochemical-behavioral link to identify biomarkers of pain and inflammation. Presented assay in the living human organism allows for mechanistic insight into tissue-specific processes underlying pain and/or inflammation. The method is also well suited to examine the effectiveness of existing or novel interventions - such as new drug candidates - targeting the treatment of painful and/or inflammatory conditions. This article will provide a detailed description on the use of microdialysis techniques for collecting interstitial fluid from experimentally inflamed skin lesion of human study subjects. Interstitial fluid samples are typically processed with aid of multiplex bead array immunoassays allowing assaying up to 100 analytes in samples as small in volume as 50 microliters.
- Published
- 2008
20. Pre-operative immune signatures correlate with recovery from surgical trauma (HUM1P.267)
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Brice Gaudilliere, Gabriela Fragiadakis, Edward Ganio, Martha Tingle, Hope Lancero, Garry Nolan, and Martin Angst
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Immunology ,Immunology and Allergy - Abstract
Traumatic injury produces a profound immune response that mobilizes both innate and adaptive branches of the immune system. Patient recovery after a major trauma is highly variable. Protracted recovery after surgery -a major trauma- causes significant societal and economic costs. However, the mechanistic underpinning of recovery after surgery remains poorly understood. We recently applied high-parameter mass cytometry at the bedside for the deep immune profiling of patients undergoing orthopedic surgery1. The data revealed patient-specific immune responses in monocyte subsets that contained strong correlates of clinical recovery. In this study, we asked whether differences in patients’ pre-surgical immune states determined recovery. Activation of canonical signaling pathways was elicited in vitro, in pre-surgical patient samples. Single-cell evoked immune responses were analyzed in cell subsets spanning the entire immune system using mass cytometry. Surprisingly, the magnitude of these responses varied significantly across patients, thereby defining patient-specific “immune states”. Among these responses, signaling downstream of the TLR4 receptor in CD14+ monocytes strongly correlated with surgical recovery (R=0.64-0.69). The findings highlight a fundamental role for monocytes in the recovery process and provide the mechanistic basis for a pre-operative diagnostic test to predict the course of surgical recovery. 1.Gaudilliere et al., Sci Transl Med. 2014
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- 2015
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21. EPIDURAL FENTANYL INFUSIONS IN THE PRESENCE OF LOCAL ANESTHETICS EXERT SEGMENTAL ANALGESIA: AN MLAC INFUSION STUDY IN NULLIPAROUS LABOR
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Martha Tingle, Malachy O. Columb, Emily F. Ratner, Sheila E. Cohen, Y. Ginosar, Edward Mirikatani, and Edward T. Riley
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medicine.medical_specialty ,Anesthesiology and Pain Medicine ,business.industry ,Anesthesia ,Epidural fentanyl ,medicine ,business ,Surgery - Published
- 2002
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22. DOES INTRATHECAL FENTANYL INDUCE ACUTE TOLERANCE TO OPIOIDS?
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Sheila E. Cohen, David R. Drover, K. A. Giarrusso, Edward T. Riley, Martha Tingle, Brendan Carvalho, J. Ginosar, and E. Mirikitani
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Anesthesiology and Pain Medicine ,business.industry ,Anesthesia ,medicine ,OPIOID TOLERANCE ,Intrathecal ,business ,Fentanyl ,medicine.drug - Published
- 2002
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23. Inwieweit ist Opioidwirkung erblich?
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Martin S. Angst, J S Mogil, J D Clark, Gary E. Swan, Martha Tingle, David R. Drover, Amrita Ray, Laura C. Lazzeroni, and Nicholas G. Phillips
- Abstract
Opioide werden haufig bei mittelstarken bis starken Schmerzen eingesetzt. Ihr effizienter und sicherer Einsatz wird durch grose interindividuelle Unterschiede in der klinischen Wirkung und damit dem Dosierungsbedarf erschwert. Unklar ist bislang, welchen Mechanismen diese Unterschiede unterliegen. Man nimmt an, dass hierzu genetische und Umwelteinflusse zahlen. Bisherige Studien konnten einen Zusammenhang des Opioid-Dosierungsbedarfes mit Faktoren wie Alter, Geschlecht und Stimmungslage nachweisen. Inwieweit die individuelle Opioidwirkung genetisch bedingt ist, war bislang noch nicht erforscht.
- Published
- 2013
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