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Yang K, Chaput JC. Amplification-Free COVID-19 Detection by Digital Droplet REVEALR. ACS Synth Biol 2023; 12:1331-1338. [PMID: 36947677 PMCID: PMC10042143 DOI: 10.1021/acssynbio.3c00105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Indexed: 03/24/2023]
Abstract
The COVID-19 pandemic, caused by the SARS-CoV-2 virus, exposed a pressing need for new public health tools for pathogen detection, disease diagnosis, and viral genotyping. REVEALR (RNA-encoded viral nucleic acid analyte reporter) is an isothermal DNAzyme-based point-of-care diagnostic that functions with a detection limit of ∼10 copies/μL when coupled with a preamplification step and can be utilized for viral genotyping of SARS-CoV-2 variants of concern through base pair mismatch recognition in a competitive binding format. Here, we describe an advanced REVEALR platform, termed digital droplet REVEALR (ddREVEALR), that can achieve direct viral detection and absolute sample quantitation utilizing a signal amplification strategy that relies on chemical modifications, DNAzyme multiplexing, and volume compression. Using an AI-assisted image-based readout, ddREVEALR was found to achieve 95% positive predictive agreement from a set of 20 nasal pharyngeal swabs collected at UCI Medical Center in Orange, California. We propose that the combination of amplification-free and protein-free analysis makes ddREVEALR a promising application for direct viral RNA detection of clinical samples.
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Affiliation(s)
- Kefan Yang
- Department of Chemical and Biomolecular Engineering, University of California, Irvine, CA 92697-3958
| | - John C. Chaput
- Department of Pharmaceutical Sciences, University of California, Irvine, CA 92697-3958
- Department of Chemistry, University of California, Irvine, CA 92697-3958
- Department of Molecular Biology and Biochemistry, University of California, CA 92697-3958
- Department of Chemical and Biomolecular Engineering, University of California, Irvine, CA 92697-3958
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Bryen SJ, Yuen M, Joshi H, Dawes R, Zhang K, Lu JK, Jones KJ, Liang C, Wong WK, Peduto AJ, Waddell LB, Evesson FJ, Cooper ST. Prevalence, parameters, and pathogenic mechanisms for splice-altering acceptor variants that disrupt the AG exclusion zone. HGG Adv 2022; 3:100125. [PMID: 35847480 PMCID: PMC9284458 DOI: 10.1016/j.xhgg.2022.100125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 06/19/2022] [Indexed: 10/26/2022] Open
Abstract
Predicting the pathogenicity of acceptor splice-site variants outside the essential AG is challenging, due to high sequence diversity of the extended splice-site region. Critical analysis of 24,445 intronic extended acceptor splice-site variants reported in ClinVar and the Leiden Open Variation Database (LOVD) demonstrates 41.9% of pathogenic variants create an AG dinucleotide between the predicted branchpoint and acceptor (AG-creating variants in the AG exclusion zone), 28.4% result in loss of a pyrimidine at the -3 position, and 15.1% result in loss of one or more pyrimidines in the polypyrimidine tract. Pathogenicity of AG-creating variants was highly influenced by their position. We define a high-risk zone for pathogenicity: > 6 nucleotides downstream of the predicted branchpoint and >5 nucleotides upstream from the acceptor, where 93.1% of pathogenic AG-creating variants arise and where naturally occurring AG dinucleotides are concordantly depleted (5.8% of natural AGs). SpliceAI effectively predicts pathogenicity of AG-creating variants, achieving 95% sensitivity and 69% specificity. We highlight clinical examples showing contrasting mechanisms for mis-splicing arising from AG variants: (1) cryptic acceptor created; (2) splicing silencer created: an introduced AG silences the acceptor, resulting in exon skipping, intron retention, and/or use of an alternative existing cryptic acceptor; and (3) splicing silencer disrupted: loss of a deep intronic AG activates inclusion of a pseudo-exon. In conclusion, we establish AG-creating variants as a common class of pathogenic extended acceptor variant and outline factors conferring critical risk for mis-splicing for AG-creating variants in the AG exclusion zone, between the branchpoint and acceptor.
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Affiliation(s)
- Samantha J. Bryen
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
- Functional Neuromics, Children’s Medical Research Institute, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Michaela Yuen
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Himanshu Joshi
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Functional Neuromics, Children’s Medical Research Institute, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Ruebena Dawes
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Katharine Zhang
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Functional Neuromics, Children’s Medical Research Institute, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Jessica K. Lu
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Kristi J. Jones
- Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
- Department of Clinical Genetics, Children’s Hospital at Westmead, Westmead, NSW 2145, Australia
| | - Christina Liang
- Department of Neurology, Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Department of Neurogenetics, Northern Clinical School, Kolling Institute, University of Sydney, NSW 2065, Australia
| | - Wui-Kwan Wong
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Anthony J. Peduto
- Department of Radiology, Westmead Hospital, Western Clinical School, University of Sydney, Westmead, NSW 2145, Australia
| | - Leigh B. Waddell
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Frances J. Evesson
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Functional Neuromics, Children’s Medical Research Institute, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
| | - Sandra T. Cooper
- Kids Neuroscience Centre, Kids Research, The Children’s Hospital at Westmead, Locked Bag 4001, Westmead, NSW 2145, Australia
- Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
- Functional Neuromics, Children’s Medical Research Institute, The University of Sydney, Locked Bag 4001, Westmead, NSW 2145, Australia
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Tian T, Shu B, Jiang Y, Ye M, Liu L, Guo Z, Han Z, Wang Z, Zhou X. An Ultralocalized Cas13a Assay Enables Universal and Nucleic Acid Amplification-Free Single-Molecule RNA Diagnostics. ACS Nano 2021; 15:1167-1178. [PMID: 33498106 DOI: 10.1021/acsnano.0c08165] [Citation(s) in RCA: 150] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Existing methods for RNA diagnostics, such as reverse transcription PCR (RT-PCR), mainly rely on nucleic acid amplification (NAA) and RT processes, which are known to introduce substantial issues, including amplification bias, cross-contamination, and sample loss. To address these problems, we introduce a confinement effect-inspired Cas13a assay for single-molecule RNA diagnostics, eliminating the need for NAA and RT. This assay involves confining the RNA-triggered Cas13a catalysis system in cell-like-sized reactors to enhance local concentrations of target and reporter simultaneously, via droplet microfluidics. It achieves >10 000-fold enhancement in sensitivity when compared to the bulk Cas13a assay and enables absolute digital single-molecule RNA quantitation. We experimentally demonstrate its broad applicability for precisely counting microRNAs, 16S rRNAs, and SARS-CoV-2 RNA from synthetic sequences to clinical samples with excellent accuracy. Notably, this direct RNA diagnostic technology enables detecting a wide range of RNA molecules at the single-molecule level. Moreover, its simplicity, universality, and excellent quantification capability might render it to be a dominant rival to RT-qPCR.
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Affiliation(s)
- Tian Tian
- School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Bowen Shu
- Department of Laboratory Medicine, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou 510180, China
- Clinical Molecular Medicine and Molecular Diagnosis Key Laboratory of Guangdong Province, Guangzhou 510180, China
| | - Yongzhong Jiang
- Key Laboratory of Analytical Chemistry for Biology and Medicine (Ministry of Education), College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, China
- Hubei Provincial Center for Disease Control and Prevention, Wuhan 430079, China
| | - Miaomiao Ye
- Hubei Provincial Center for Disease Control and Prevention, Wuhan 430079, China
| | - Lei Liu
- Institute for Brain Research and Rehabilitation, Guangdong Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application, South China Normal University, Guangzhou 510631, China
| | - Zhonghui Guo
- Department of Clinical Laboratory Medicine, Central Hospital of Panyu District, Guangzhou 511400, China
| | - Zeping Han
- Department of Clinical Laboratory Medicine, Central Hospital of Panyu District, Guangzhou 511400, China
| | - Zhang Wang
- Institute of Ecological Science, School of Life Sciences, South China Normal University, Guangzhou 510180, China
| | - Xiaoming Zhou
- School of Life Sciences, South China Normal University, Guangzhou 510631, China
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