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Kifaro EG, Kim MJ, Jung S, Noh JY, Song CS, Misinzo G, Kim SK. Direct Reverse Transcription Real-Time PCR of Viral RNA from Saliva Samples Using Hydrogel Microparticles. BIOCHIP JOURNAL 2022; 16:409-421. [PMID: 35968254 PMCID: PMC9358062 DOI: 10.1007/s13206-022-00065-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/30/2022] [Accepted: 06/01/2022] [Indexed: 12/29/2022]
Abstract
In recent decades "saliva" has emerged as an important non-invasive biofluid for diagnostic purposes in both human and animal health sectors. However, with the rapid evolution of molecular detection technologies, the limitation has been the lack of an efficient method for the facile amplification of target RNA from such a complex matrix. Herein, we demonstrate the novel application of hydrogel microparticles of primer-immobilized networks (PIN) for direct quantitative reverse transcription PCR (dirRT-qPCR) of viral RNA from saliva samples without prior RNA purification. Each of these highly porous PIN particles operates as an independent reactor. They filter in micro-volumes of the analyte solution. Viral RNA is captured and converted to complementary DNA (cDNA) through the RT step using covalently incorporated RT primers. The PIN with cDNA of the viral target will be ready for subsequent highly specific qPCR. Preceded by heat-treatment for viral lysis, we were able to conduct PIN dirRT-qPCR with 95% efficiency of the matrix (M) gene for influenza A virus (IAV) and 5' untranslated region (5' UTR) for chicken coronavirus spiked into saliva samples. The addition of reverse transcriptase enzyme (RTase) and 10% dilution of the matrix improved the assay sensitivity considerably. PIN particles' compatibility with microfluidic PCR chip technology has significantly reduced total sample processing time to 50 min, instead of an average of 120 min that are normally used by other assays. We anticipate this technology will be useful for other viral RNA targets by changing the incorporated RT primer sequences and can be adapted for onsite diagnostics. Supplementary Information The online version contains supplementary material available at 10.1007/s13206-022-00065-0.
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Affiliation(s)
- Emmanuel George Kifaro
- grid.35541.360000000121053345Molecular Recognition Research Center, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792 Republic of Korea ,grid.11887.370000 0000 9428 8105Department of Veterinary Microbiology, Parasitology, and Biotechnology, Sokoine University of Agriculture (SUA), PO Box 3019, Morogoro, Tanzania ,grid.502906.80000 0004 7707 5959Southern African Centre for Infectious Disease Surveillance (SACIDS), Africa Centre of Excellence for Infectious Diseases of Humans and Animals in Eastern and Southern Africa (ACE), Sokoine University of Agriculture (SUA), PO Box 3297, Morogoro, Tanzania
| | - Mi Jung Kim
- grid.35541.360000000121053345Molecular Recognition Research Center, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792 Republic of Korea
| | - Seungwon Jung
- grid.35541.360000000121053345Molecular Recognition Research Center, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792 Republic of Korea
| | | | - Chang-Seon Song
- KCAV Co., Ltd., Seoul, Republic of Korea ,grid.258676.80000 0004 0532 8339Avian Diseases Laboratory, College of Veterinary Medicine, Konkuk University, Seoul, 05029 Republic of Korea
| | - Gerald Misinzo
- grid.11887.370000 0000 9428 8105Department of Veterinary Microbiology, Parasitology, and Biotechnology, Sokoine University of Agriculture (SUA), PO Box 3019, Morogoro, Tanzania ,grid.502906.80000 0004 7707 5959Southern African Centre for Infectious Disease Surveillance (SACIDS), Africa Centre of Excellence for Infectious Diseases of Humans and Animals in Eastern and Southern Africa (ACE), Sokoine University of Agriculture (SUA), PO Box 3297, Morogoro, Tanzania
| | - Sang Kyung Kim
- grid.35541.360000000121053345Molecular Recognition Research Center, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul, 02792 Republic of Korea ,grid.289247.20000 0001 2171 7818KHU-KIST Department of Converging Science and Technology, Kyung Hee University, Seoul, 02447 Republic of Korea
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Multiplexed sensing of biomolecules with optically detected magnetic resonance of nitrogen-vacancy centers in diamond. Proc Natl Acad Sci U S A 2021; 118:2112664118. [PMID: 34903662 DOI: 10.1073/pnas.2112664118] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/06/2021] [Indexed: 01/21/2023] Open
Abstract
In the past decade, a great effort has been devoted to develop new biosensor platforms for the detection of a wide range of analytes. Among the various approaches, magneto-DNA assay platforms have received extended interest for high sensitive and specific detection of targets with a simultaneous manipulation capacity. Here, using nitrogen-vacancy quantum centers in diamond as transducers for magnetic nanotags (MNTs), a hydrogel-based, multiplexed magneto-DNA assay is presented. Near-background-free sensing with diamond-based imaging combined with noninvasive control of chemically robust nanotags renders it a promising platform for applications in medical diagnostics, life science, and pharmaceutical drug research. To demonstrate its potential for practical applications, we employed the sensor platform in the sandwich DNA hybridization process and achieved a limit of detection in the attomolar range with single-base mismatch differentiation.
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Cao L, Guo X, Mao P, Ren Y, Li Z, You M, Hu J, Tian M, Yao C, Li F, Xu F. A Portable Digital Loop-Mediated Isothermal Amplification Platform Based on Microgel Array and Hand-Held Reader. ACS Sens 2021; 6:3564-3574. [PMID: 34606243 DOI: 10.1021/acssensors.1c00603] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Digital polymerase chain reaction (dPCR) has found widespread applications in molecular diagnosis of various diseases owing to its sensitive single-molecule detection capability. However, the existing dPCR platforms rely on the auxiliary procedure to disperse DNA samples, which needs complicated operation, expensive apparatus, and consumables. Besides, the complex and costly dPCR readers also impede the applications of dPCR for point-of-care testing (POCT). Herein, we developed a portable digital loop-mediated isothermal amplification (dLAMP) platform, integrating a microscale hydrogel (microgel) array chip for sample partition, a miniaturized heater for DNA amplification, and a hand-held reader for digital readout. In the platform, the chip with thousands of isolated microgels holds the capability of self-absorption and partition of DNA samples, thus avoiding auxiliary equipment and professional personnel operations. Using the integrated dLAMP platform, λDNA templates have been quantified with a good linear detection range of 2-1000 copies/μL and a detection limit of 1 copy/μL. As a demonstration, the epidermal growth factor receptor L858R gene mutation, a crucial factor for the susceptibility of the tyrosine kinase inhibitor in non-small-cell lung cancer treatment, has been accurately identified by the dLAMP platform with a spiked plasma sample. This work shows that the developed dLAMP platform provides a low-cost, facile, and user-friendly solution for the absolute quantification of DNA, showing great potential for the POCT of nucleic acids.
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Affiliation(s)
- Lei Cao
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, China
| | - Xiaojin Guo
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, China
- Department of Chemistry, School of Science, Xi’an Jiaotong University, Xi’an 710049, China
| | - Ping Mao
- Department of Transfusion Medicine, Southwest Hospital, Third Military Medical University, Chongqing 400038, China
| | - Yulin Ren
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, China
| | - Zedong Li
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, China
| | - Minli You
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, China
| | - Jie Hu
- Suzhou DiYinAn Biotechnology Company Ltd., Suzhou 215000, China
| | - Miao Tian
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, China
| | - Chunyan Yao
- Department of Transfusion Medicine, Southwest Hospital, Third Military Medical University, Chongqing 400038, China
| | - Fei Li
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, China
| | - Feng Xu
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an 710049, China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an 710049, China
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Gou X, Xu L, Yang S, Cheng X, Wu H, Zhang D, Shi W, Ding S, Zhang Y, Cheng W. One-Pot Identification of BCR/ABL p210 Transcript Isoforms Based on Nanocluster Beacon. ACS Sens 2021; 6:2928-2937. [PMID: 34324312 DOI: 10.1021/acssensors.1c00695] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The BCR/ABLp210 fusion gene is a classic biomarker of chronic myeloid leukemia, which can be divided into e13a2 and e14a2 isoforms according to different breakpoints. These two isoforms showed distinct differences in clinical manifestation, treatment effect, and prognosis risk. Herein, a strategy based on nanocluster beacon (NCB) fluorescence was developed to identify the e13a2 and e14a2 isoforms in one-pot. Because the fluorescence of AgNCs can be activated when they are placed in proximity to the corresponding enhancer sequences, thymine-rich (T-rich) or guanine-rich (G-rich). In this work, we explored an ideal DNA-AgNCs template as an excellent molecular reporter with a high signal-to-noise ratio. After recognition with the corresponding isoforms, the AgNCs can be pulled closer to the T-rich or G-rich sequences to form a three-way junction structure and generate fluorescence with corresponding wavelengths. Therefore, by distinguishing the corresponding wavelengths of AgNCs, we successfully identified two isoforms in one tube with the limitation of 16 pM for e13a2 and 9 pM for e14a2. Moreover, this strategy also realized isoform identification in leukemia cells and newly diagnosed CML patients within 40 min, which provides a powerful tool to distinguish fusion gene subtypes at the same time.
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Affiliation(s)
- Xiaolong Gou
- The Center for Clinical Molecular Medical Detection, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Lulu Xu
- The Center for Clinical Molecular Medical Detection, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
- The Department of Clinical Laboratory, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan 250021, Shandong, China
| | - Suqing Yang
- Chongqing Testing & Lnspection Center for Medical Devices, Chongqing 400016, China
| | - Xiaoxue Cheng
- The Center for Clinical Molecular Medical Detection, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Haiping Wu
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education), College of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China
| | - Decai Zhang
- The Center for Clinical Molecular Medical Detection, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Weicheng Shi
- The Center for Clinical Molecular Medical Detection, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Shijia Ding
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education), College of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China
| | - Yuhong Zhang
- The Center for Clinical Molecular Medical Detection, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Wei Cheng
- The Center for Clinical Molecular Medical Detection, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
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Kim JM, Jung S, Jeon EJ, Kim BK, No JY, Kim MJ, Kim H, Song CS, Kim SK. Highly Selective Multiplex Quantitative Polymerase Chain Reaction with a Nanomaterial Composite Hydrogel for Precise Diagnosis of Viral Infection. ACS APPLIED MATERIALS & INTERFACES 2021; 13:30295-30305. [PMID: 34165969 DOI: 10.1021/acsami.1c03434] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
As viruses have been threatening global public health, fast diagnosis has been critical to effective disease management and control. Reverse-transcription quantitative polymerase chain reaction (RT-qPCR) is now widely used as the gold standard for detecting viruses. Although a multiplex assay is essential for identifying virus types and subtypes, the poor multiplicity of RT-qPCR makes it laborious and time-consuming. In this paper, we describe the development of a multiplex RT-qPCR platform with hydrogel microparticles acting as independent reactors in a single reaction. To build target-specific particles, target-specific primers and probes are integrated into the particles in the form of noncovalent composites with boron nitride nanotubes (BNNTs) and carbon nanotubes (CNTs). The thermal release characteristics of DNA, primer, and probe from the composites of primer-BNNT and probe-CNT allow primer and probe to be stored in particles during particle production and to be delivered into the reaction. In addition, BNNT did not absorb but preserved the fluorescent signal, while CNT protected the fluorophore of the probe from the free radicals present during particle production. Bicompartmental primer-incorporated network (bcPIN) particles were designed to harness the distinctive properties of two nanomaterials. The bcPIN particles showed a high RT-qPCR efficiency of over 90% and effective suppression of non-specific reactions. 16-plex RT-qPCR has been achieved simply by recruiting differently coded bcPIN particles for each target. As a proof of concept, multiplex one-step RT-qPCR was successfully demonstrated with a simple reaction protocol.
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Affiliation(s)
- Jung Min Kim
- Molecular Recognition Research Center, Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
- Chemical and Biological Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Seungwon Jung
- Molecular Recognition Research Center, Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
| | - Eui Ju Jeon
- Molecular Recognition Research Center, Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
- Mechanical Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Bong Kyun Kim
- Molecular Recognition Research Center, Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
- Biomedical Engineering, KIST School, Korea University of Science and Technology (UST), Daejeon 34113, Republic of Korea
| | - Jin Yong No
- College of Veterinary Medicine, Konkuk University, Seoul 05029, Republic of Korea
| | - Myung Jong Kim
- Functional Composite Materials Research Center, KIST, Jeonbuk 55324, Republic of Korea
| | - Heesuk Kim
- Photo-Electronic Hybrids Research Center, KIST, Seoul 02792, Republic of Korea
- Division of Energy and Environmental Technology, KIST School, UST, Daejeon 34113, Republic of Korea
| | - Chang Seon Song
- College of Veterinary Medicine, Konkuk University, Seoul 05029, Republic of Korea
| | - Sang Kyung Kim
- Molecular Recognition Research Center, Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
- KHU-KIST Department of Converging Science and Technology, Kyung Hee University, Seoul 02447, Republic of Korea
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6
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Kim MY, Jung S, Kim J, Lee HJ, Jeong S, Sim SJ, Kim SK. Highly sensitive and multiplexed one-step RT-qPCR for profiling genes involved in the circadian rhythm using microparticles. Sci Rep 2021; 11:6463. [PMID: 33742035 PMCID: PMC7979730 DOI: 10.1038/s41598-021-85728-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Accepted: 11/09/2020] [Indexed: 11/09/2022] Open
Abstract
Given the growing interest in molecular diagnosis, highly extensive and selective detection of genetic targets from a very limited amount of samples is in high demand. We demonstrated the highly sensitive and multiplexed one-step RT-qPCR platform for RNA analysis using microparticles as individual reactors. Those particles are equipped with a controlled release system of thermo-responsive materials, and are able to capture RNA targets inside. The particle-based assay can successfully quantify multiple target RNAs from only 200 pg of total RNA. The assay can also quantify target RNAs from a single cell with the aid of a pre-concentration process. We carried out 8-plex one-step RT-qPCR using tens of microparticles, which allowed extensive mRNA profiling. The circadian cycles were shown by the multiplex one-step RT-qPCR in human cell and human hair follicles. Reliable 24-plex one-step RT-qPCR was developed using a single operation in a PCR chip without any loss of performance (i.e., selectivity and sensitivity), even from a single hair. Many other disease-related transcripts can be monitored using this versatile platform. It can also be used non–invasively for samples obtained in clinics.
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Affiliation(s)
- Mi Yeon Kim
- Center for Molecular Recognition Research, Materials and Life Science Research Division, Korea Institute of Science and Technology(KIST), Seoul, KS013, Korea.,Department of Chemical Biological Engineering, Korea University, Seoul, KS013, Korea
| | - Seungwon Jung
- Center for Molecular Recognition Research, Materials and Life Science Research Division, Korea Institute of Science and Technology(KIST), Seoul, KS013, Korea
| | - Junsun Kim
- Center for Molecular Recognition Research, Materials and Life Science Research Division, Korea Institute of Science and Technology(KIST), Seoul, KS013, Korea.,Department of Chemical Biological Engineering, Korea University, Seoul, KS013, Korea
| | - Heon Jeong Lee
- Department of Psychiatry and Chronobiology Institute, Korea University College of Medicine, Seoul, KS013, Korea
| | - Seunghwa Jeong
- Department of Psychiatry and Chronobiology Institute, Korea University College of Medicine, Seoul, KS013, Korea
| | - Sang Jun Sim
- Department of Chemical Biological Engineering, Korea University, Seoul, KS013, Korea
| | - Sang Kyung Kim
- Center for Molecular Recognition Research, Materials and Life Science Research Division, Korea Institute of Science and Technology(KIST), Seoul, KS013, Korea.
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Hydrogels for Efficient Multiplex PCR. BIOTECHNOL BIOPROC E 2020. [DOI: 10.1007/s12257-020-0134-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Kim J, Jung S, Kim MY, Kim BK, Kwon SH, Kim SK. Thermo-Responsive Polymer Capsules in Real-Time One-Step RT-PCR for Highly Multiplex RNA Analysis. Adv Healthc Mater 2020; 9:e1900790. [PMID: 32134572 DOI: 10.1002/adhm.201900790] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 12/13/2019] [Indexed: 11/09/2022]
Abstract
Rapid and simple detection of RNA targets is in high demand due to the growing threat of pandemic viruses. One-step real-time, reverse transcription-polymerase chain reaction (One-step RT-qPCR) using a controlled release system of thermo-responsive materials is developed in this paper to enable high-fidelity RNA analysis as suppressing by-products. The nanocapsules, consisting of upper critical solution temperature (UCST) material and PCR primers, carry or release the primers depending upon the temperature. The UCST nanocapsules are introduced into hydrogel microparticles incorporated with RT primers and then the target RNA is selectively amplified in the microparticle through one-step RT-qPCR. Severe side products are sharply subdued by separating the PCR primers from the RT process by means of the microparticles with nanocapsules. Because the one-step assay is now implemented in a single microparticle, multiple target RNAs can be analyzed in a simple RT-qPCR of multiple particles. Reliable 18-plex one-step RT-qPCR is successfully conducted within 30 min using single-color fluorescent optics. This work also explains the facile fabrication processes used for the thermo-responsive nanocapsules and hydrogel microparticles by the blending polymerization method. Extensible multiplex analysis of influenza virus demonstrates the versatile uses of this one-step RT-qPCR platform.
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Affiliation(s)
- Junsun Kim
- Center for Molecular Recognition ResearchMaterials and Life Science Research DivisionKorea Institute of Science and Technology Seoul 02792 Republic of Korea
- Chemical and Biological EngineeringKorea University Seoul 02841 Republic of Korea
| | - Seungwon Jung
- Center for Molecular Recognition ResearchMaterials and Life Science Research DivisionKorea Institute of Science and Technology Seoul 02792 Republic of Korea
- Applied ChemistryKyung Hee University Yongin 17104 Republic of Korea
| | - Mi Yeon Kim
- Center for Molecular Recognition ResearchMaterials and Life Science Research DivisionKorea Institute of Science and Technology Seoul 02792 Republic of Korea
- Chemical and Biological EngineeringKorea University Seoul 02841 Republic of Korea
| | - Bong Kyun Kim
- Center for Molecular Recognition ResearchMaterials and Life Science Research DivisionKorea Institute of Science and Technology Seoul 02792 Republic of Korea
- Biomedical EngineeringUniversity of Science and Technology (UST) Daejeon 34113 Republic of Korea
| | - Soon Hwan Kwon
- Armed Forces Medical Research Institute Daejeon 34059 Republic of Korea
| | - Sang Kyung Kim
- Center for Molecular Recognition ResearchMaterials and Life Science Research DivisionKorea Institute of Science and Technology Seoul 02792 Republic of Korea
- Biomedical EngineeringUniversity of Science and Technology (UST) Daejeon 34113 Republic of Korea
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Verbist B, Adriaensen E, Keersmaekers V, Putri D, Crabbe M, Derks M, Bagdziunas R, Laenen G, De Wolf H. Analyzing magnetic bead QuantiGene® Plex 2.0 gene expression data in high throughput mode using QGprofiler. BMC Bioinformatics 2019; 20:378. [PMID: 31286864 PMCID: PMC6615108 DOI: 10.1186/s12859-019-2975-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Accepted: 06/28/2019] [Indexed: 12/23/2022] Open
Abstract
Background The QuantiGene® Plex 2.0 platform (ThermoFisher Scientific) combines bDNA with the Luminex/xMAP magnetic bead capturing technology to assess differential gene expression in a compound exposure setting. This technology allows multiplexing in a single well of a 96 or 384 multi-well plate and can thus be used in high throughput drug discovery mode. Data interpretation follows a three-step normalization/transformation flow in which raw median fluorescent gene signals are transformed to fold change values with the use of proper housekeeping genes and negative controls. Clear instructions on how to assess the data quality and tools to perform this analysis in high throughput mode are, however, currently lacking. Results In this paper we introduce QGprofiler, an open source R based shiny application. QGprofiler allows for proper QuantiGene® Plex 2.0 assay optimization, choice of housekeeping genes and data pre-processing up to fold change, including appropriate QC metrics. In addition, QGprofiler allows for an Akaike information criterion based dose response fold change model selection and has a built-in tool to detect the cytotoxic potential of compounds evaluated in a high throughput screening campaign. Conclusion QGprofiler is a user friendly, open source available R based shiny application, which is developed to support drug discovery campaigns. In this context, entire compound libraries/series can be tested in dose response against a gene signature of choice in search for new disease relevant chemical entities. QGprofiler is available at: https://qgprofiler.openanalytics.eu/app/QGprofiler Electronic supplementary material The online version of this article (10.1186/s12859-019-2975-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Bie Verbist
- Janssen R&D, TMEDS, Turnhoutseweg 30, 2340, Beerse, BE, Belgium
| | - Eva Adriaensen
- Karel de Grote Hogeschool, Groenplaats, 2020, Antwerpen, BE, Belgium
| | - Vikki Keersmaekers
- Janssen R&D, Discovery Biology, Oncology Heme, Turnhoutseweg 30, 2340, Beerse, BE, Belgium
| | - Dea Putri
- Janssen R&D, TMEDS, Turnhoutseweg 30, 2340, Beerse, BE, Belgium
| | | | - Maarten Derks
- Janssen R&D, Discovery Biology, Oncology Heme, Turnhoutseweg 30, 2340, Beerse, BE, Belgium
| | | | - Griet Laenen
- Open Analytics, Jupiterstraat 20, 2600, Antwerpen, BE, Belgium
| | - Hans De Wolf
- Janssen R&D, DS, Turnhoutseweg 30, 2340, Beerse, BE, Belgium.
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10
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Kim JM, Kim WJ, Kim MY, Kim KP, Sim SJ, Kim SK. Development of Hydrogel Microparticle based RT-qPCR for Advanced Detection of BCR-ABL1 Transcripts. BIOCHIP JOURNAL 2019. [DOI: 10.1007/s13206-018-3209-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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11
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Multiplex real-time PCR using temperature sensitive primer-supplying hydrogel particles and its application for malaria species identification. PLoS One 2018; 13:e0190451. [PMID: 29293604 PMCID: PMC5749795 DOI: 10.1371/journal.pone.0190451] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 12/14/2017] [Indexed: 11/19/2022] Open
Abstract
Real-time PCR, also called quantitative PCR (qPCR), has been powerful analytical tool for detection of nucleic acids since it developed. Not only for biological research but also for diagnostic needs, qPCR technique requires capacity to detect multiple genes in recent years. Solid phase PCR (SP-PCR) where one or two directional primers are immobilized on solid substrates could analyze multiplex genetic targets. However, conventional SP-PCR was subjected to restriction of application for lack of PCR efficiency and quantitative resolution. Here we introduce an advanced qPCR with primer-incorporated network (PIN). One directional primers are immobilized in the porous hydrogel particle by covalent bond and the other direction of primers are temporarily immobilized at so-called 'Supplimers'. Supplimers released the primers to aqueous phase in the hydrogel at the thermal cycling of PCR. It induced the high PCR efficiency over 92% with high reliability. It reduced the formation of primer dimers and improved the selectivity of qPCR thanks to the strategy of 'right primers supplied to right place only'. By conducting a six-plex qPCR of 30 minutes, we analyzed DNA samples originated from malaria patients and successfully identified malaria species in a single reaction.
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Liu J, Du P, Zhang J, Shen H, Lei J. Sensitive detection of intracellular microRNA based on a flowerlike vector with catalytic hairpin assembly. Chem Commun (Camb) 2018; 54:2550-2553. [DOI: 10.1039/c7cc09579a] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
A flowerlike nanovector with horn-shaped tips is developed for in situ detection of intracellular microRNA with multiple signal outputs.
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Affiliation(s)
- Jintong Liu
- State Key Laboratory of Analytical Chemistry for Life Science
- School of Chemistry and Chemical Engineering
- Nanjing University
- Nanjing 210023
- China
| | - Ping Du
- State Key Laboratory of Analytical Chemistry for Life Science
- School of Chemistry and Chemical Engineering
- Nanjing University
- Nanjing 210023
- China
| | - Jing Zhang
- School of Petrochemical Engineering
- School of Food Science and Technology
- Changzhou University
- Changzhou 213164
- China
| | - Hong Shen
- State Key Laboratory of Analytical Chemistry for Life Science
- School of Chemistry and Chemical Engineering
- Nanjing University
- Nanjing 210023
- China
| | - Jianping Lei
- State Key Laboratory of Analytical Chemistry for Life Science
- School of Chemistry and Chemical Engineering
- Nanjing University
- Nanjing 210023
- China
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Jung S, Kim J, Kim J, Yang SH, Kim SK. Extensible multiplex real-time PCR for rapid bacterial identification with carbon nanotube composite microparticles. Biosens Bioelectron 2017; 94:256-262. [PMID: 28285204 DOI: 10.1016/j.bios.2017.02.049] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 02/14/2017] [Accepted: 02/28/2017] [Indexed: 01/08/2023]
Abstract
The early diagnosis of pathogenic bacteria is significant for bacterial identification and antibiotic resistance. Implementing rapid, sensitive, and specific detection, molecular diagnosis has been considered complementary to the conventional bacterial culture. Composite microparticles of a primer-immobilized network (cPIN) are developed for multiplex detection of pathogenic bacteria with real-time polymerase chain reaction (qPCR). A pair of specific primers are incorporated and stably conserved in a cPIN particle. One primer is crosslinked to the polymer network, and the other is bound to carbon nanotubes (CNTs) in the particle. At the initiation of qPCR, the latter primer is released from the CNTs and participates in the amplification. The amplification efficiency of this cPIN qPCR is estimated at more than 90% with suppressed non-specific signals from complex samples. In multiplexing, four infective pathogens are successfully discriminated using this cPIN qPCR. Multiplex qPCR conforms with the corresponding singleplex assays, proving independent amplification in each particle. Four bacterial targets from clinical samples are differentially analyzed in 30min of a single qPCR trial with multiple cPIN particles.
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Affiliation(s)
- Seungwon Jung
- Center for BioMicrosystems, Brain Science Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
| | - Jungmin Kim
- Center for BioMicrosystems, Brain Science Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea; Department of Chemical & Biological Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Junsun Kim
- Center for BioMicrosystems, Brain Science Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea; Department of Chemical & Biological Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Sang Hwa Yang
- MD Healthcare Co., Ltd., Seoul 03923, Republic of Korea
| | - Sang Kyung Kim
- Center for BioMicrosystems, Brain Science Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea; Department of Biomedical Engineering, Korea University of Science and Technology (UST), Daejeon 34113, Republic of Korea.
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Liu X, Tian R, Gao J, Liu D, Wang Z. Multiplexed detection of microRNAs by a competitive DNA microarray-based resonance light scattering assay. Analyst 2017; 142:4529-4535. [DOI: 10.1039/c7an01152k] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
A competitive DNA microarray-based resonance light scattering assay is developed for the selective and sensitive detection of multiple microRNAs.
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Affiliation(s)
- Xia Liu
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun 130022
- P. R. China
| | - Rongrong Tian
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun 130022
- P. R. China
| | - Jiaxue Gao
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun 130022
- P. R. China
| | - Dianjun Liu
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun 130022
- P. R. China
| | - Zhenxin Wang
- State Key Laboratory of Electroanalytical Chemistry
- Changchun Institute of Applied Chemistry
- Chinese Academy of Sciences
- Changchun 130022
- P. R. China
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