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Sum H, Brewer AC. Epigenetic modifications as therapeutic targets in atherosclerosis: a focus on DNA methylation and non-coding RNAs. Front Cardiovasc Med 2023; 10:1183181. [PMID: 37304954 PMCID: PMC10248074 DOI: 10.3389/fcvm.2023.1183181] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/02/2023] [Indexed: 06/13/2023] Open
Abstract
Significant progress in the diagnosis and treatment of cardiovascular disease (CVD) has been made in the past decade, yet it remains a leading cause of morbidity and mortality globally, claiming an estimated 17.9 million deaths per year. Although encompassing any condition that affects the circulatory system, including thrombotic blockage, stenosis, aneurysms, blood clots and arteriosclerosis (general hardening of the arteries), the most prevalent underlying hallmark of CVD is atherosclerosis; the plaque-associated arterial thickening. Further, distinct CVD conditions have overlapping dysregulated molecular and cellular characteristics which underlie their development and progression, suggesting some common aetiology. The identification of heritable genetic mutations associated with the development of atherosclerotic vascular disease (AVD), in particular resulting from Genome Wide Association Studies (GWAS) studies has significantly improved the ability to identify individuals at risk. However, it is increasingly recognised that environmentally-acquired, epigenetic changes are key factors associated with atherosclerosis development. Increasing evidence suggests that these epigenetic changes, most notably DNA methylation and the misexpression of non-coding, microRNAs (miRNAs) are potentially both predictive and causal in AVD development. This, together with their reversible nature, makes them both useful biomarkers for disease and attractive therapeutic targets potentially to reverse AVD progression. We consider here the association of aberrant DNA methylation and dysregulated miRNA expression with the aetiology and progression of atherosclerosis, and the potential development of novel cell-based strategies to target these epigenetic changes therapeutically.
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Clausen FB, Jørgensen KMCL, Wardil LW, Nielsen LK, Krog GR. Droplet digital PCR-based testing for donor-derived cell-free DNA in transplanted patients as noninvasive marker of allograft health: Methodological aspects. PLoS One 2023; 18:e0282332. [PMID: 36827438 PMCID: PMC9955980 DOI: 10.1371/journal.pone.0282332] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 02/13/2023] [Indexed: 02/26/2023] Open
Abstract
In solid organ transplantation, donor-derived cell-free DNA (dd-cfDNA) is a promising universal noninvasive biomarker for allograft health, where high levels of dd-cfDNA indicate organ damage. Using Droplet Digital PCR (ddPCR), we aimed to develop an assay setup for monitoring organ health. We aimed to identify the least distinguishable percentage-point increase in the fraction of minute amounts of cfDNA in a large cfDNA background by using assays targeting single nucleotide polymorphisms (SNPs). We mimicked a clinical sample from a recipient in a number of spike-in experiments, where cfDNA from healthy volunteers were mixed. A total of 40 assays were tested and approved by qPCR and ddPCR. Limit of detection (LOD) was demonstrated to be approximately 3 copies per reaction, observed at a fraction of 0.002%, and which would equal 6 copies per mL plasma. Limit of quantification (LOQ) was 35 copies per reaction, estimated to 0.038%. The lowest detectable increase in percentage point of dd-cfDNA was approximately 0.04%. Our results demonstrated that ddPCR has great sensitivity, high precision, and exceptional ability to quantify low levels of cfDNA. The ability to distinguish small differences in mimicking dd-cfDNA was far beyond the desired capability. While these methodological data are promising, further prospective studies are needed to determine the clinical utility of the proposed method.
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Affiliation(s)
- Frederik Banch Clausen
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
- * E-mail:
| | - Kristine Mathilde Clara Lund Jørgensen
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Technology, Faculty of Health, University College Copenhagen, Copenhagen, Denmark
| | - Lasse Witt Wardil
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Technology, Faculty of Health, University College Copenhagen, Copenhagen, Denmark
| | - Leif Kofoed Nielsen
- Department of Technology, Faculty of Health, University College Copenhagen, Copenhagen, Denmark
| | - Grethe Risum Krog
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
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Deshpande SR, Zangwill SD, Kindel SJ, Schroder JN, Bichell DP, Wigger MA, Richmond ME, Knecht KR, Pahl E, Gaglianello NA, Mahle WT, Stamm KD, Simpson PM, Dasgupta M, Zhang L, North PE, Tomita-Mitchell A, Mitchell ME. Relationship between donor fraction cell-free DNA and clinical rejection in heart transplantation. Pediatr Transplant 2022; 26:e14264. [PMID: 35258162 DOI: 10.1111/petr.14264] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 02/19/2022] [Accepted: 02/23/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Clinical rejection (CR) defined as decision to treat clinically suspected rejection with change in immunotherapy based on clinical presentation with or without diagnostic biopsy findings is an important part of care in heart transplantation. We sought to assess the utility of donor fraction cell-free DNA (DF cfDNA) in CR and the utility of serial DF cfDNA in CR patients in predicting outcomes of clinical interest. METHODS Patients with heart transplantation were enrolled in two sequential, multi-center, prospective observational studies. Blood samples were collected for surveillance or clinical events. Clinicians were blinded to the results of DF cfDNA. RESULTS A total of 835 samples from 269 subjects (57% pediatric) were included for this analysis, including 28 samples associated with CR were analyzed. Median DF cfDNA was 0.43 (IQR 0.15, 1.36)% for CR and 0.10 (IQR 0.07, 0.16)% for healthy controls (p < .0001). At cutoff value of 0.13%, the area under curve (AUC) was 0.82, sensitivity of 0.86, specificity of 0.67, and negative predictive value of 0.99. There was serial decline in DF cfDNA post-therapy, however, those with cardiovascular events (cardiac arrest, need for mechanical support or death) showed significantly higher levels of DF cfDNA on Day 0 (2.11 vs 0.31%) and Day 14 (0.51 vs 0.22%) compared to those who did not have such an event (p < .0001). CONCLUSION DF cfDNA has excellent agreement with clinical rejection and, importantly, serial measurement of DF cfDNA predict clinically significant outcomes post treatment for rejection in these patients.
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Affiliation(s)
- Shriprasad R Deshpande
- Division of Pediatric Cardiology, Children's National Heart Institute, Children's National Hospital, Washington, District of Columbia, USA
| | - Steven D Zangwill
- Division of Cardiology, Phoenix Children's Hospital, Phoenix, Arizona, USA
| | - Steven J Kindel
- Division of Pediatric Cardiology, Department of Pediatrics, Medical College of Wisconsin, Herma Heart Institute, Children's Wisconsin, Milwaukee, Wisconsin, USA
| | - Jacob N Schroder
- Division of Cardiovascular and Thoracic Surgery, Department of Surgery, Duke University, Durham, North Carolina, USA
| | - David P Bichell
- Division of Pediatric Cardiac Surgery, Department of Surgery, Vanderbilt University, Nashville, Tennessee, USA
| | - Mark A Wigger
- Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Marc E Richmond
- Department of Pediatrics, Division of Pediatric Cardiology, College of Physicians and Surgeons, Columbia University, New York, New York, USA
| | - Kenneth R Knecht
- Department of Pediatrics, Arkansas Children's Hospital, Little Rock, Arkansas, USA
| | - Elfriede Pahl
- Emeritus of Pediatrics, Cardiology, Lurie Children's Hospital, Chicago, Illinois, USA
| | | | - William T Mahle
- Division of Cardiology, Department of Pediatrics, Emory University, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Karl D Stamm
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Pippa M Simpson
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Mahua Dasgupta
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Liyun Zhang
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Paula E North
- Department of Pathology, Medical College of Wisconsin, Children's Hospital of Wisconsin, Milwaukee, Wisconsin, USA
| | - Aoy Tomita-Mitchell
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Milwaukee, Wisconsin, USA
| | - Michael E Mitchell
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Children's Wisconsin, Milwaukee, Wisconsin, USA
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Singh PK, Patel A, Kaffenes A, Hord C, Kesterson D, Prakash S. Microfluidic Approaches and Methods Enabling Extracellular Vesicle Isolation for Cancer Diagnostics. MICROMACHINES 2022; 13:139. [PMID: 35056304 PMCID: PMC8778688 DOI: 10.3390/mi13010139] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/09/2022] [Accepted: 01/14/2022] [Indexed: 12/17/2022]
Abstract
Advances in cancer research over the past half-century have clearly determined the molecular origins of the disease. Central to the use of molecular signatures for continued progress, including rapid, reliable, and early diagnosis is the use of biomarkers. Specifically, extracellular vesicles as biomarker cargo holders have generated significant interest. However, the isolation, purification, and subsequent analysis of these extracellular vesicles remain a challenge. Technological advances driven by microfluidics-enabled devices have made the challenges for isolation of extracellular vesicles an emerging area of research with significant possibilities for use in clinical settings enabling point-of-care diagnostics for cancer. In this article, we present a tutorial review of the existing microfluidic technologies for cancer diagnostics with a focus on extracellular vesicle isolation methods.
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Affiliation(s)
- Premanshu Kumar Singh
- Department of Mechanical and Aerospace Engineering, College of Engineering, The Ohio State University, Columbus, OH 43210, USA;
| | - Aarti Patel
- Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, OH 43210, USA;
| | - Anastasia Kaffenes
- Department of Neuroscience, College of Arts and Sciences and College of Medicine, The Ohio State University, Columbus, OH 43210, USA;
| | - Catherine Hord
- Center for Life Sciences Education, The Ohio State University, Columbus, OH 43210, USA; (C.H.); (D.K.)
| | - Delaney Kesterson
- Center for Life Sciences Education, The Ohio State University, Columbus, OH 43210, USA; (C.H.); (D.K.)
| | - Shaurya Prakash
- Department of Mechanical and Aerospace Engineering, College of Engineering, The Ohio State University, Columbus, OH 43210, USA;
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
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