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Zhang H, Zhao L, Brodský J, Migliaccio L, Gablech I, Neužil P, You M. Proteomics-on-a-Chip - Microfluidics meets proteomics. Biosens Bioelectron 2025; 273:117122. [PMID: 39813764 DOI: 10.1016/j.bios.2024.117122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Accepted: 12/30/2024] [Indexed: 01/18/2025]
Abstract
Proteomics provides an understanding of biological systems by enabling the detailed study of protein expression profiles, which is crucial for early disease diagnosis. Microfluidic-based proteomics enhances this field by integrating complex proteome analysis into compact and efficient systems. This review focuses on developing microfluidic chip structures for proteomics, covering on-chip sample pretreatment, protein extraction, purification, and identification in recent years. Furthermore, our work aims to inspire researchers to select proper methodologies in designing novel, efficient assays for proteomics applications by analyzing trends and innovations in this field.
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Affiliation(s)
- Haoqing Zhang
- The Key Laboratory of Biomedical Information Engineering of the Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an, 710049, PR China; TFX Group-Xi'an Jiaotong University Institute of Life Health, Xi'an 710049, PR China
| | - Lei Zhao
- The Key Laboratory of Biomedical Information Engineering of the Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an, 710049, PR China
| | - Jan Brodský
- Department of Microelectronics, Faculty of Electrical Engineering and Communication, Brno University of Technology, Technická 3058/10, 616 00, Brno, Czech Republic
| | - Ludovico Migliaccio
- Department of Microelectronics, Faculty of Electrical Engineering and Communication, Brno University of Technology, Technická 3058/10, 616 00, Brno, Czech Republic
| | - Imrich Gablech
- Department of Microelectronics, Faculty of Electrical Engineering and Communication, Brno University of Technology, Technická 3058/10, 616 00, Brno, Czech Republic
| | - Pavel Neužil
- Ministry of Education Key Laboratory of Micro and Nano Systems for Aerospace, School of Mechanical Engineering, Northwestern Polytechnical University, 127 West Youyi Road, Xi'an, Shaanxi, 710072, PR China.
| | - Minli You
- The Key Laboratory of Biomedical Information Engineering of the Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an, 710049, PR China; TFX Group-Xi'an Jiaotong University Institute of Life Health, Xi'an 710049, PR China.
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2
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Wen Y, Li Y, Cheng S, Crow J, Samuel G, Vishwakarma V, Turaga SM, Bantis L, Godwin AK, Zeng Y. Partition-Less Digital Immunoassay Using Configurable Topographic Nanoarrays for Extracellular Vesicle Diagnosis of Ewing Sarcoma. ACS NANO 2025; 19:11973-11986. [PMID: 40115997 DOI: 10.1021/acsnano.4c16904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/23/2025]
Abstract
Emerging digital bioassays provide opportunities for bioanalysis and clinical diagnostics due to their improved analytical performance. Prevailing digitization strategies rely on partitioning single molecules into discrete compartments for which bead-based capture may be used. Herein we report a partition-free digital enzyme-linked immunosorbent assay (dELISA) named microfluidic Topographically Intensified, Partition-less dELISA (μTIP-dELISA). Our method builds on a single-molecule signal amplification technique that employs a simple micropost device to generate a topographic nanogap array to significantly enhance surface-bound enzymatic reactions. Compared to existing dELISA methods, our approach features appreciable simplicity and enhanced adaptability as it obviates the needs for sophisticated device fabrication, complicated workflow for off-line immunomagnetic capture, and ultralow-volume compartmentalization. Moreover, μTIP-dELISA integrates the inherent advantages of microfluidics in improving the assay performance and throughput and enhancing the scalability and automation. As a proof-of-concept for potential biomedical applications, we adapted μTIP-dELISA to extracellular vesicle (EV)-based liquid biopsy diagnosis of a pediatric cancer, Ewing sarcoma (EWS). Our technology confers >300-fold improvement over the conventional ELISA in detecting four EWS protein biomarkers. We demonstrated highly sensitive and specific detection of EWS cases with a machine-learning-defined four-marker EV signature. The four EV markers were further tested to assess age as a prognostic factor, resulting in an overall accuracy of 97% for classifying the control, pediatric and adult subjects. Overall, we envision that our μTIP single-molecule signal amplification strategy could promote the development and adaptation of digital bioassays and that the μTIP-dELISA could provide a useful tool for clinical diagnostics for many malignancies.
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Affiliation(s)
- Yunjie Wen
- Department of Chemistry, University of Florida, Gainesville, Florida 32611, United States
| | - Yutao Li
- Department of Chemistry, University of Florida, Gainesville, Florida 32611, United States
| | - Shibo Cheng
- Department of Chemistry, University of Florida, Gainesville, Florida 32611, United States
| | - Jennifer Crow
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas 66103, United States
| | - Glenson Samuel
- Children's Mercy─Kansas City, Kansas City, Missouri 64108, United States
| | - Vikalp Vishwakarma
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas 66103, United States
| | - Soumya M Turaga
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas 66103, United States
| | - Leonidas Bantis
- Department of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City, Kansas 66160, United States
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas 66103, United States
- University of Kansas Cancer Center, Kansas City, Kansas 66160, United States
- Kansas Institute for Precision Medicine, University of Kansas Medical Center, Kansas City, Kansas 66160, United States
| | - Yong Zeng
- Department of Chemistry, University of Florida, Gainesville, Florida 32611, United States
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, Florida 32611, United States
- University of Florida Health Cancer Center, Gainesville, Florida 32611, United States
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3
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Bagheri Hashkavayi A, Alizadeh A, Chun H. Review of advances in glycan analysis on exosomes, cancer cells, and circulating cancer-derived glycoproteins with an emphasis on electrochemistry. Anal Chim Acta 2025; 1336:343277. [PMID: 39788689 DOI: 10.1016/j.aca.2024.343277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 09/23/2024] [Accepted: 09/24/2024] [Indexed: 01/12/2025]
Abstract
Glycosylation, the intricate process of adding carbohydrate motifs to proteins, lipids, and exosomes on the cell surface, is crucial for both physiological and pathological mechanisms. Alterations in glycans significantly affect cancer cell metastasis by mediating cell-cell and cell-matrix interactions. The subtle changes in glycosylation during malignant transformations highlight the importance of analyzing cell and exosome surface glycosylation for prognostic and early treatment strategies in cancer. This review focuses on recent advancements in sensors for detecting surface glycans on cancer cells, exosomes, and circulating cancer-derived glycoproteins. Among various methods, electrochemical biosensors stand out as a promising tool, offering rapid and cost-effective glycan detection. These devices detect glycan interactions by measuring changes in electrical signals resulting from specific binding events. Techniques such as differential pulse voltammetry, impedance spectroscopy, and chrono amperometry are commonly employed for glycan detection using electrochemical biosensors. Researchers are exploring novel electrode materials and surface functionalization strategies to enhance sensor performance. Notably, selective binding probes such as lectins, aptamers, antibodies, and boronic acids are discussed, with lectins being the most prevalent for specific glycan analysis. By highlighting the significance of electrochemical techniques, emphasizing the role of selective binding probes, integrating microfluidics and miniaturized devices could lead to point-of-care applications for cancer diagnosis and monitoring. This review aims to provide valuable insights for researchers and clinicians working in the field of cancer glycomics.
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Affiliation(s)
- Ayemeh Bagheri Hashkavayi
- Department of Applied Physical Sciences, University of North Carolina- Chapel Hill, 1112 Murray Hall, CB#3050, Chapel Hill, NC, 27599-2100, USA
| | - Abdolhossein Alizadeh
- Department of Chemical Industry, Bushehr Branch, Technical and Vocational University, Bushehr, Iran
| | - Honggu Chun
- Department of Biomedical Engineering, Korea University, Seoul, 02841, South Korea; Interdisciplinary Program in Precision Public Health, Korea University, Seoul, 02841, South Korea.
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4
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Yang H, Lin Z, Wu B, Xu J, Tao SC, Zhou S. Deciphering disease through glycan codes: leveraging lectin microarrays for clinical insights. Acta Biochim Biophys Sin (Shanghai) 2024; 56:1145-1155. [PMID: 39099413 PMCID: PMC11399442 DOI: 10.3724/abbs.2024123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 06/12/2024] [Indexed: 08/06/2024] Open
Abstract
Glycosylation, a crucial posttranslational modification, plays a significant role in numerous physiological and pathological processes. Lectin microarrays, which leverage the high specificity of lectins for sugar binding, are ideally suited for profiling the glycan spectra of diverse and complex biological samples. In this review, we explore the evolution of lectin detection technologies, as well as the applications and challenges of lectin microarrays in analyzing the glycome profiles of various clinical samples, including serum, saliva, tissues, sperm, and urine. This review not only emphasizes significant advancements in the high-throughput analysis of polysaccharides but also provides insight into the potential of lectin microarrays for diagnosing and managing diseases such as tumors, autoimmune diseases, and chronic inflammation. We aim to provide a clear, concise, and comprehensive overview of the use of lectin microarrays in clinical settings, thereby assisting researchers in conducting clinical studies in glycobiology.
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Affiliation(s)
- Hangzhou Yang
- Department of General SurgeryShanghai Jiao Tong University Affiliated Sixth People’s HospitalShanghai200233China
| | - Zihan Lin
- Department of General SurgeryShanghai Jiao Tong University Affiliated Sixth People’s HospitalShanghai200233China
| | - Bo Wu
- Department of General SurgeryShanghai Jiao Tong University Affiliated Sixth People’s HospitalShanghai200233China
| | - Jun Xu
- Department of Orthopaedic SurgeryShanghai Jiao Tong University Affiliated Sixth People’s HospitalShanghai200233China
| | - Sheng-Ce Tao
- Shanghai Center for Systems BiomedicineKey Laboratory of Systems Biomedicine (Ministry of Education)Shanghai Jiao Tong University800 Dongchuan RoadShanghai200240China
| | - Shumin Zhou
- Institute of Microsurgery on ExtremitiesShanghai Jiaotong University Affiliated Sixth People’s HospitalShanghai200233China
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5
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Yom A, Chiang A, Lewis NE. Boltzmann Model Predicts Glycan Structures from Lectin Binding. Anal Chem 2024; 96:8332-8341. [PMID: 38720429 PMCID: PMC11162346 DOI: 10.1021/acs.analchem.3c04992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2024]
Abstract
Glycans are complex oligosaccharides that are involved in many diseases and biological processes. Unfortunately, current methods for determining glycan composition and structure (glycan sequencing) are laborious and require a high level of expertise. Here, we assess the feasibility of sequencing glycans based on their lectin binding fingerprints. By training a Boltzmann model on lectin binding data, we predict the approximate structures of 88 ± 7% of N-glycans and 87 ± 13% of O-glycans in our test set. We show that our model generalizes well to the pharmaceutically relevant case of Chinese hamster ovary (CHO) cell glycans. We also analyze the motif specificity of a wide array of lectins and identify the most and least predictive lectins and glycan features. These results could help streamline glycoprotein research and be of use to anyone using lectins for glycobiology.
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Affiliation(s)
- Aria Yom
- Department of Physics, University of California, San Diego, California 92093, United States
| | - Austin Chiang
- Department of Pediatrics, University of California, San Diego, California 92093, United States
- Immunology Center of Georgia, Augusta University, Augusta, Georgia 30912, United States
- Department of Medicine, Augusta University, Augusta, Georgia 30912, United States
| | - Nathan E Lewis
- Department of Pediatrics, University of California, San Diego, California 92093, United States
- Department of Bioengineering, University of California, San Diego, California 92093, United States
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6
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Wang Q, Cao SH, Li YY, Zhang JB, Yang XH, Zhang B. Advances in precision therapy of low-grade serous ovarian cancer: A review. Medicine (Baltimore) 2024; 103:e34306. [PMID: 38669365 PMCID: PMC11049748 DOI: 10.1097/md.0000000000034306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 06/19/2023] [Indexed: 04/28/2024] Open
Abstract
Low-grade serous ovarian carcinoma (LGSOC) is a rare subtype of ovarian cancer that accounts for approximately 6% to 10% of serous ovarian cancers. The clinical treatment of LGSOC is similar to that of high-grade serous ovarian carcinoma, however, its clinical and molecular characteristics are different from those of high-grade serous ovarian carcinoma. This article reviews the research on gene diagnosis, surgical treatment, chemotherapy, and biological therapy of LGSOC, providing reference for clinical diagnosis and treatment of LGSOC. Surgery is the cornerstone of LGSOC treatment and maximum effort must be made to achieve R0 removal. Although LGSOC is not sensitive to chemotherapy, postoperative platinum-based combination chemotherapy remains the first-line treatment option for LGSOC. Additional clinical trials are needed to confirm the clinical benefits of chemotherapy and explore new chemotherapy protocols. Hormone and targeted therapies may also play important roles. Some patients, particularly those with residual lesions after treatment, may benefit from hormone maintenance therapy after chemotherapy. Targeted therapies, such as MEKi, show good application prospects and are expected to change the treatment pattern of LGSOC. Continuing to further study the genomics of LGSOC, identify its specific gene changes, and combine traditional treatment methods with precision targeted therapy based on second-generation sequencing may be the direction for LGSOC to overcome the treatment bottleneck. In future clinical work, comprehensive genetic testing should be carried out for LGSOC patients to accumulate data for future scientific research, in order to find more effective methods and drugs for the treatment of LGSOC.
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Affiliation(s)
- Qing Wang
- Department of Obstetrics and Gynecology, Xuzhou Central Hospital, Xuzhou, Jiangsu, China
| | - Sheng-Han Cao
- Graduate School of Bengbu Medical University, Bengbu, Anhui, China
| | - Yan-Yu Li
- Department of Obstetrics and Gynecology, Xuzhou Central Hospital, Xuzhou, Jiangsu, China
| | - Jing-Bo Zhang
- Department of Obstetrics and Gynecology, Xuzhou Central Hospital, Xuzhou, Jiangsu, China
| | - Xin-Hui Yang
- Department of Obstetrics and Gynecology, Xuzhou Central Hospital, Xuzhou, Jiangsu, China
| | - Bei Zhang
- Department of Obstetrics and Gynecology, Xuzhou Central Hospital, Xuzhou, Jiangsu, China
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7
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Liu C, Geng Q, Geng Z. Strategies to improve performances of fluorescent biosensors based on smartphones: Sensitivity, high throughput, and smart detection. SENSORS AND ACTUATORS A: PHYSICAL 2024; 368:115120. [DOI: 10.1016/j.sna.2024.115120] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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8
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Li H, Peralta AG, Schoffelen S, Hansen AH, Arnsdorf J, Schinn SM, Skidmore J, Choudhury B, Paulchakrabarti M, Voldborg BG, Chiang AW, Lewis NE. LeGenD: determining N-glycoprofiles using an explainable AI-leveraged model with lectin profiling. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.27.587044. [PMID: 38585977 PMCID: PMC10996628 DOI: 10.1101/2024.03.27.587044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Glycosylation affects many vital functions of organisms. Therefore, its surveillance is critical from basic science to biotechnology, including biopharmaceutical development and clinical diagnostics. However, conventional glycan structure analysis faces challenges with throughput and cost. Lectins offer an alternative approach for analyzing glycans, but they only provide glycan epitopes and not full glycan structure information. To overcome these limitations, we developed LeGenD, a lectin and AI-based approach to predict N-glycan structures and determine their relative abundance in purified proteins based on lectin-binding patterns. We trained the LeGenD model using 309 glycoprofiles from 10 recombinant proteins, produced in 30 glycoengineered CHO cell lines. Our approach accurately reconstructed experimentally-measured N-glycoprofiles of bovine Fetuin B and IgG from human sera. Explanatory AI analysis with SHapley Additive exPlanations (SHAP) helped identify the critical lectins for glycoprofile predictions. Our LeGenD approach thus presents an alternative approach for N-glycan analysis.
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Affiliation(s)
- Haining Li
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - Angelo G. Peralta
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Sanne Schoffelen
- National Biologics Facility Department of Biotechnology and Biomedicine, Technical University of Denmark, Building 220, Kemitorvet, 2800 Kgs. Lyngby Denmark
| | - Anders Holmgaard Hansen
- National Biologics Facility Department of Biotechnology and Biomedicine, Technical University of Denmark, Building 220, Kemitorvet, 2800 Kgs. Lyngby Denmark
| | - Johnny Arnsdorf
- National Biologics Facility Department of Biotechnology and Biomedicine, Technical University of Denmark, Building 220, Kemitorvet, 2800 Kgs. Lyngby Denmark
| | - Song-Min Schinn
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - Jonathan Skidmore
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA
| | - Biswa Choudhury
- Glycobiology Research and Training Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Mousumi Paulchakrabarti
- Glycobiology Research and Training Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Bjorn G. Voldborg
- National Biologics Facility Department of Biotechnology and Biomedicine, Technical University of Denmark, Building 220, Kemitorvet, 2800 Kgs. Lyngby Denmark
| | - Austin W.T. Chiang
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Nathan E. Lewis
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
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9
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Li Y, Zhang S, Liu C, Deng J, Tian F, Feng Q, Qin L, Bai L, Fu T, Zhang L, Wang Y, Sun J. Thermophoretic glycan profiling of extracellular vesicles for triple-negative breast cancer management. Nat Commun 2024; 15:2292. [PMID: 38480740 PMCID: PMC10937950 DOI: 10.1038/s41467-024-46557-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 02/28/2024] [Indexed: 03/17/2024] Open
Abstract
Triple-negative breast cancer (TNBC) is a highly metastatic and heterogeneous type of breast cancer with poor outcomes. Precise, non-invasive methods for diagnosis, monitoring and prognosis of TNBC are particularly challenging due to a paucity of TNBC biomarkers. Glycans on extracellular vesicles (EVs) hold the promise as valuable biomarkers, but conventional methods for glycan analysis are not feasible in clinical practice. Here, we report that a lectin-based thermophoretic assay (EVLET) streamlines vibrating membrane filtration (VMF) and thermophoretic amplification, allowing for rapid, sensitive, selective and cost-effective EV glycan profiling in TNBC plasma. A pilot cohort study shows that the EV glycan signature reaches 91% accuracy for TNBC detection and 96% accuracy for longitudinal monitoring of TNBC therapeutic response. Moreover, we demonstrate the potential of EV glycan signature for predicting TNBC progression. Our EVLET system lays the foundation for non-invasive cancer management by EV glycans.
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Affiliation(s)
- Yike Li
- Beijing Engineering Research Center for BioNanotechnology, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, National Center for Nanoscience and Technology, Beijing, 100190, China
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing, 100191, China
| | - Shaohua Zhang
- Department of Oncology, the Fifth Medical Center of PLA General Hospital, Beijing, 100071, China
| | - Chao Liu
- Beijing Engineering Research Center for BioNanotechnology, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, National Center for Nanoscience and Technology, Beijing, 100190, China.
- School of Future Technology, University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Jinqi Deng
- Beijing Engineering Research Center for BioNanotechnology, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, National Center for Nanoscience and Technology, Beijing, 100190, China
- School of Future Technology, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Fei Tian
- Beijing Engineering Research Center for BioNanotechnology, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, National Center for Nanoscience and Technology, Beijing, 100190, China
- School of Future Technology, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Qiang Feng
- Beijing Engineering Research Center for BioNanotechnology, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, National Center for Nanoscience and Technology, Beijing, 100190, China
| | - Lili Qin
- Department of Oncology, the Fifth Medical Center of PLA General Hospital, Beijing, 100071, China
| | - Lixiao Bai
- Department of Oncology, the Fifth Medical Center of PLA General Hospital, Beijing, 100071, China
| | - Ting Fu
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou, Zhejiang, 310022, China
- Jiangsu Union Institute of Translational Medicine, Zhongdi Biotechnology Co., Ltd, Nanjing, Jiangsu, 211500, China
| | - Liqin Zhang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing, 100191, China.
| | - Yuguang Wang
- Department of General Dentistry II, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, 100081, China.
| | - Jiashu Sun
- Beijing Engineering Research Center for BioNanotechnology, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, National Center for Nanoscience and Technology, Beijing, 100190, China.
- School of Future Technology, University of Chinese Academy of Sciences, Beijing, 100049, China.
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10
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Yom A, Chiang A, Lewis NE. A Boltzmann model predicts glycan structures from lectin binding. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.06.03.543532. [PMID: 37333412 PMCID: PMC10274649 DOI: 10.1101/2023.06.03.543532] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Glycans are complex oligosaccharides involved in many diseases and biological processes. Unfortunately, current methods for determining glycan composition and structure (glycan sequencing) are laborious and require a high level of expertise. Here, we assess the feasibility of sequencing glycans based on their lectin binding fingerprints. By training a Boltzmann model on lectin binding data, we predict the approximate structures of 88 ± 7% of N-glycans and 87 ± 13% of O-glycans in our test set. We show that our model generalizes well to the pharmaceutically relevant case of Chinese Hamster Ovary (CHO) cell glycans. We also analyze the motif specificity of a wide array of lectins and identify the most and least predictive lectins and glycan features. These results could help streamline glycoprotein research and be of use to anyone using lectins for glycobiology.
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Affiliation(s)
- Aria Yom
- Department of Physics, University of California, San Diego. CA 92093, USA
| | - Austin Chiang
- Department of Pediatrics, University of California, San Diego. CA 92093, USA
- Immunology Center of Georgia, Augusta University, Augusta, GA 30912, USA
- Department of Medicine, Augusta University, Augusta, GA 30912, USA
| | - Nathan E Lewis
- Department of Bioengineering, University of California, San Diego. CA 92093, USA
- Department of Pediatrics, University of California, San Diego. CA 92093, USA
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11
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Gill SS, Gill RK, Sobti RC. Point of Care Molecular Diagnostics in Cancer. HANDBOOK OF ONCOBIOLOGY: FROM BASIC TO CLINICAL SCIENCES 2024:259-296. [DOI: 10.1007/978-981-99-6263-1_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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12
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Shimazaki H, Nakamura K, Ono A, Segawa O, Sawakami K, Koizuka M, Hirayama M, Hori K, Tajima H, Kuno A. Auto-Lectin Dotcoding by Two Octopuses: Rapid Analysis of Fluorescence-Labeled Glycoproteins by an 8-channel Fully-Automatic Bead Array Scanner with a Rolling-Circle Detector. Anal Chem 2023; 95:11868-11873. [PMID: 37535807 DOI: 10.1021/acs.analchem.3c01395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
Protein glycosylation is a crucial factor that must be evaluated in biological pharmaceuticals. The glycoform profile of a protein can vary depending on the conditions of the cultivation, purification process, and the selection of a host cell. Lectin microarrays are reliable bioanalytical methods used in the early phases of bioprocesses for the detection of glycosylation. The concept of a fully automated glycan detection with a bead array has been previously reported; however, no simple system has been constructed on fluorescence-based detection using a microarray. Here, we present a fully automated detection system equipped with a novel fluorescence detector for a 13-lectin bead array with a single tip. The lattice-like arrangement of a set of fibers proximate to the tip of the light emitting diode and photomultiplier tube detector minimized the noise caused by the reflection of incident light on the plastic capillary tip and bead. A unique rolling-circle fiber unit with quadruple lattices stacked in two layers realizes the 8-parallel automeasurement with a drastic reduction in scanning time and machine size. The 8-glycan profiles obtained automatically within 25 min were identical with those obtained with the conventional lectin microarray after overnight incubation. The signals obtained were represented as lectin dotcodes. Therefore, autolectin dotcoding assisted by the twin 8 legs named as "detection and irradiation octopuses" may be a rapid glyco-evaluation system during the production and development of biopharmaceuticals.
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Affiliation(s)
- Hiroko Shimazaki
- Molecular & Cellular Glycoproteomics Research Group, Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Industrial Science & Technology, Tsukuba, Ibaraki 305-8565, Japan
| | - Kazuhiro Nakamura
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Ayaka Ono
- Molecular & Cellular Glycoproteomics Research Group, Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Industrial Science & Technology, Tsukuba, Ibaraki 305-8565, Japan
| | - Osamu Segawa
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Kazumi Sawakami
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Michinori Koizuka
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Makoto Hirayama
- Graduate School of Integrated Sciences for Life, Hiroshima University, Kagamiyama 1-4-4, Higashi-Hiroshima 739-7528, Japan
| | - Kanji Hori
- Graduate School of Integrated Sciences for Life, Hiroshima University, Kagamiyama 1-4-4, Higashi-Hiroshima 739-7528, Japan
| | - Hideji Tajima
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Atsushi Kuno
- Molecular & Cellular Glycoproteomics Research Group, Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Industrial Science & Technology, Tsukuba, Ibaraki 305-8565, Japan
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13
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Neves MMPS, Richards SJ, Baker AN, Walker M, Georgiou PG, Gibson MI. Discrimination between protein glycoforms using lectin-functionalised gold nanoparticles as signal enhancers. NANOSCALE HORIZONS 2023; 8:377-382. [PMID: 36651292 PMCID: PMC9969229 DOI: 10.1039/d2nh00470d] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 01/09/2023] [Indexed: 06/17/2023]
Abstract
Glycoforms (and other post-translational modifications) of otherwise identical proteins can indicate pathogenesis/disease state and hence new tools to detect and sense a protein's glycosylation status are essential. Antibody-based assays against specific protein sequences do not typically discriminate between glycoforms. Here we demonstrate a 'sandwich' bio-assay approach, whereby antibodies immobilised onto biolayer interferometry sensors first select proteins, and then the specific glycoform is identified using gold nanoparticles functionalised with lectins which provide signal enhancement. The nanoparticles significantly enhance the signal relative to lectins alone, allowing glycoform specific detection as low as 0.04 μg mL-1 (1.4 nM) in buffer, and crucially there is no need for an enrichment step and all steps can be automated. Proof of concept is demonstrated using prostate specific antigen: a biomarker for prostate cancer, where glycoform analysis could distinguish between cancerous and non-cancerous status, rather than only detecting overall protein concentration.
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Affiliation(s)
- Marta M P S Neves
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
- Institute of Advanced Study, University of Warwick, Coventry, CV4 7AL, UK
| | | | - Alexander N Baker
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
| | - Marc Walker
- Department of Physics, University of Warwick, Coventry, CV4 7AL, UK
| | | | - Matthew I Gibson
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
- Division of Biomedical Sciences, Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK
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14
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Liu W, Wu Q, Wang W, Xu X, Yang C, Song Y. Enhanced molecular recognition on Microfluidic affinity interfaces. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116827] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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15
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Liberto JM, Chen SY, Shih IM, Wang TH, Wang TL, Pisanic TR. Current and Emerging Methods for Ovarian Cancer Screening and Diagnostics: A Comprehensive Review. Cancers (Basel) 2022; 14:2885. [PMID: 35740550 PMCID: PMC9221480 DOI: 10.3390/cancers14122885] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/06/2022] [Accepted: 06/08/2022] [Indexed: 02/04/2023] Open
Abstract
With a 5-year survival rate of less than 50%, ovarian high-grade serous carcinoma (HGSC) is one of the most highly aggressive gynecological malignancies affecting women today. The high mortality rate of HGSC is largely attributable to delays in diagnosis, as most patients remain undiagnosed until the late stages of -disease. There are currently no recommended screening tests for ovarian cancer and there thus remains an urgent need for new diagnostic methods, particularly those that can detect the disease at early stages when clinical intervention remains effective. While diagnostics for ovarian cancer share many of the same technical hurdles as for other cancer types, the low prevalence of the disease in the general population, coupled with a notable lack of sensitive and specific biomarkers, have made the development of a clinically useful screening strategy particularly challenging. Here, we present a detailed review of the overall landscape of ovarian cancer diagnostics, with emphasis on emerging methods that employ novel protein, genetic, epigenetic and imaging-based biomarkers and/or advanced diagnostic technologies for the noninvasive detection of HGSC, particularly in women at high risk due to germline mutations such as BRCA1/2. Lastly, we discuss the translational potential of these approaches for achieving a clinically implementable solution for screening and diagnostics of early-stage ovarian cancer as a means of ultimately improving patient outcomes in both the general and high-risk populations.
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Affiliation(s)
- Juliane M. Liberto
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; (J.M.L.); (I.-M.S.); (T.-L.W.)
| | - Sheng-Yin Chen
- School of Medicine, Chang Gung University, 33302 Taoyuan, Taiwan;
| | - Ie-Ming Shih
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; (J.M.L.); (I.-M.S.); (T.-L.W.)
- Department of Gynecology and Obstetrics, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA;
| | - Tza-Huei Wang
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA;
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
- Johns Hopkins Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Tian-Li Wang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; (J.M.L.); (I.-M.S.); (T.-L.W.)
- Department of Gynecology and Obstetrics, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA;
| | - Thomas R. Pisanic
- Johns Hopkins Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD 21218, USA
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16
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Khairol Mokhtar NHI, Hussin A, Hamid AA, Zainal Ariffin SH, Shahidan MA. Systematic Optimisation of Microtiter Plate Lectin Assay to Improve Sialic Acid Linkage Detection. Comb Chem High Throughput Screen 2021; 25:1507-1517. [PMID: 34342257 DOI: 10.2174/1386207324666210802122538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 06/02/2021] [Accepted: 06/04/2021] [Indexed: 11/22/2022]
Abstract
AIMS We aimed to develop a high-throughput lectin assay with minimized background signals to investigate the interactions of lectins and sialic acid glycans, focusing on prostate-specific antigen (PSA). BACKGROUND High background signals resulting from nonspecific binding are a significant concern for microtiter plate-based enzyme-linked lectin sorbent assays (ELLSAs), as they can mask specific binding signals and cause false-positive results. METHODS In this study, we constructed an ELLSA based on different washing step parameters, including the number of washing cycles, NaCl and Tween-20 concentrations, and the type of blocking agent and evaluated the effects on both specific and nonspecific binding signals. Furthermore, we performed a PSA binding assay using the optimized ELLSA. RESULTS The optimal washing parameters based on the highest specific binding signal proposed four cycles of washing steps using a washing buffer containing a high salt concentration (0.5 M NaCl) and mild detergent (0.05% Tween-20). The utilization of the optimized washing parameters in this assay was shown to be sufficient to obtain the optimal binding signals without the use of any blocking agent. Binding assays performed using the optimized ELLSA revealed that the glycan of the PSA sample used in this study mainly consists of terminal α2,6-linked sialic acid, as strongly recognized by Sambucus nigra agglutinin (SNA) with a KD value of 12.38 nM. CONCLUSION The ELLSA reported in this study provides a simple yet sensitive assay for sialic acid linkage recognition.
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Affiliation(s)
- Nur Hanina Izzati Khairol Mokhtar
- School of Biological Science and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor. Malaysia
| | - Ainulkhir Hussin
- Department of Pathology, Queen Elizabeth Hospital, Ministry of Health, Kota Kinabalu, Sabah. Malaysia
| | - Aidil Abdul Hamid
- School of Biological Science and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor. Malaysia
| | - Shahrul Hisham Zainal Ariffin
- School of Biological Science and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor. Malaysia
| | - Muhammad Ashraf Shahidan
- School of Biological Science and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor. Malaysia
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17
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Silva MLS. Microfluidic devices for glycobiomarker detection in cancer. Clin Chim Acta 2021; 521:229-243. [PMID: 34273337 DOI: 10.1016/j.cca.2021.07.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/07/2021] [Accepted: 07/12/2021] [Indexed: 12/20/2022]
Abstract
During oncogenesis, several alterations occur within cells, one of them being the abnormal glycosylation of proteins, resulting in the formation of glycoproteins with aberrant glycan structures, which can be secreted into the blood stream. Their specific association to tumour cells makes them useful indicators (biomarkers) of the oncogenic process and their detection in blood can be employed in different stages of tumour development for early detection, prognosis and therapeutic drug monitoring. Due to the importance of detecting cancer-associated glycoproteins with aberrant glycosylation in blood or serum, analytical methodologies with improved performance are required to ameliorate the laboratorial tests currently used for the detection of these analytes. Microfluidics was created to facilitate the implementation of simple and point-of-care analysis, away from a centralized laboratory. The massive use of microfluidic systems in clinical settings can be seen in pregnancy tests and diabetes control, for example. But what about other clinical domains, such as the detection of glycoproteins with aberrant glycans secreted by tumour cells? Are microfluidic systems helpful in this case? This review analyses the requirements of a microfluidic assay for the detection of low-abundant blood/serum cancer-associated glycoproteins with abnormal glycans and the progresses that have been made in the last years to develop integrated microfluidic devices for this particular application. The diverse microfluidic systems found in literature present, in general, the same analytical performance as the conventional assays but have additional advantages, namely a reduction in assay times, a decrease of sample and reagent consumption and lower costs. The review will also focus on the improvements that are still needed for better biosensing of this type of cancer biomarkers using microfluidic devices.
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Affiliation(s)
- M Luísa S Silva
- Centre of Chemical Research, Autonomous University of Hidalgo State, Carr. Pachuca-Tulancingo km 4.5, Pachuca, Hidalgo 42076, Mexico.
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18
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Kellman BP, Lewis NE. Big-Data Glycomics: Tools to Connect Glycan Biosynthesis to Extracellular Communication. Trends Biochem Sci 2021; 46:284-300. [PMID: 33349503 PMCID: PMC7954846 DOI: 10.1016/j.tibs.2020.10.004] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 10/05/2020] [Accepted: 10/22/2020] [Indexed: 12/12/2022]
Abstract
Characteristically, cells must sense and respond to environmental cues. Despite the importance of cell-cell communication, our understanding remains limited and often lacks glycans. Glycans decorate proteins and cell membranes at the cell-environment interface, and modulate intercellular communication, from development to pathogenesis. Providing further challenges, glycan biosynthesis and cellular behavior are co-regulating systems. Here, we discuss how glycosylation contributes to extracellular responses and signaling. We further organize approaches for disentangling the roles of glycans in multicellular interactions using newly available datasets and tools, including glycan biosynthesis models, omics datasets, and systems-level analyses. Thus, emerging tools in big data analytics and systems biology are facilitating novel insights on glycans and their relationship with multicellular behavior.
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Affiliation(s)
- Benjamin P Kellman
- Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, CA, USA; Department of Bioengineering, University of California San Diego School of Medicine, La Jolla, CA, USA; Bioinformatics and Systems Biology Program, University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Nathan E Lewis
- Department of Pediatrics, University of California San Diego School of Medicine, La Jolla, CA, USA; Department of Bioengineering, University of California San Diego School of Medicine, La Jolla, CA, USA; Bioinformatics and Systems Biology Program, University of California San Diego School of Medicine, La Jolla, CA, USA; Novo Nordisk Foundation Center for Biosustainability at the University of California San Diego School of Medicine, La Jolla, CA, USA.
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19
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Wang J, Huang X, Xie J, Han Y, Huang Y, Zhang H. Exosomal analysis: Advances in biosensor technology. Clin Chim Acta 2021; 518:142-150. [PMID: 33811925 DOI: 10.1016/j.cca.2021.03.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 03/19/2021] [Accepted: 03/29/2021] [Indexed: 02/07/2023]
Abstract
Exosomes, a subtype of extracellular vesicle secreted by cells, have been a subject of intense research interest. Unfortunately, a simple and reliable method to separate exosomes has yet to be developed. As can be expected, the lack of a standardized method for extraction and purification has contributed to suboptimal inter-laboratory correlation and difficulty in comparison studies. Traditional techniques such as centrifugation, immunoaffinity and size exclusion chromatography, suffer from low purity and tend to be labor intensive thus making their use limited. To mitigate these drawbacks, an integrated biosensor-based exosome separation and detection has recently been developed. In this review, we examine five biosensors that use a variety of detection technology (colorimetric, fluorescent, surface plasmon resonance, surface-enhanced Raman scattering and electrochemical) and propose thoughts on standardization of exosomal analysis.
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Affiliation(s)
- Jing Wang
- Department of Blood Transfusion, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
| | - Xinyue Huang
- Southwest Medical University, Luzhou, Sichuan, China
| | - Jiali Xie
- Southwest Medical University, Luzhou, Sichuan, China
| | - Yunwei Han
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Yuanshuai Huang
- Department of Blood Transfusion, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Hongwei Zhang
- Department of Blood Transfusion, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
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20
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Emerging Challenges and Opportunities in Pharmaceutical Manufacturing and Distribution. Processes (Basel) 2021. [DOI: 10.3390/pr9030457] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The rise of personalised and highly complex drug product profiles necessitates significant advancements in pharmaceutical manufacturing and distribution. Efforts to develop more agile, responsive, and reproducible manufacturing processes are being combined with the application of digital tools for seamless communication between process units, plants, and distribution nodes. In this paper, we discuss how novel therapeutics of high-specificity and sensitive nature are reshaping well-established paradigms in the pharmaceutical industry. We present an overview of recent research directions in pharmaceutical manufacturing and supply chain design and operations. We discuss topical challenges and opportunities related to small molecules and biologics, dividing the latter into patient- and non-specific. Lastly, we present the role of process systems engineering in generating decision-making tools to assist manufacturing and distribution strategies in the pharmaceutical sector and ultimately embrace the benefits of digitalised operations.
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21
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Ferreira JA, Relvas-Santos M, Peixoto A, M N Silva A, Lara Santos L. Glycoproteogenomics: Setting the Course for Next-generation Cancer Neoantigen Discovery for Cancer Vaccines. GENOMICS, PROTEOMICS & BIOINFORMATICS 2021; 19:25-43. [PMID: 34118464 PMCID: PMC8498922 DOI: 10.1016/j.gpb.2021.03.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 01/25/2021] [Accepted: 03/01/2021] [Indexed: 12/24/2022]
Abstract
Molecular-assisted precision oncology gained tremendous ground with high-throughput next-generation sequencing (NGS), supported by robust bioinformatics. The quest for genomics-based cancer medicine set the foundations for improved patient stratification, while unveiling a wide array of neoantigens for immunotherapy. Upfront pre-clinical and clinical studies have successfully used tumor-specific peptides in vaccines with minimal off-target effects. However, the low mutational burden presented by many lesions challenges the generalization of these solutions, requiring the diversification of neoantigen sources. Oncoproteogenomics utilizing customized databases for protein annotation by mass spectrometry (MS) is a powerful tool toward this end. Expanding the concept toward exploring proteoforms originated from post-translational modifications (PTMs) will be decisive to improve molecular subtyping and provide potentially targetable functional nodes with increased cancer specificity. Walking through the path of systems biology, we highlight that alterations in protein glycosylation at the cell surface not only have functional impact on cancer progression and dissemination but also originate unique molecular fingerprints for targeted therapeutics. Moreover, we discuss the outstanding challenges required to accommodate glycoproteomics in oncoproteogenomics platforms. We envisage that such rationale may flag a rather neglected research field, generating novel paradigms for precision oncology and immunotherapy.
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Affiliation(s)
- José Alexandre Ferreira
- Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology, Porto 4200-072, Portugal; Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto 4050-313, Portugal; Porto Comprehensive Cancer Center (P.ccc), Porto 4200-072, Portugal.
| | - Marta Relvas-Santos
- Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology, Porto 4200-072, Portugal; Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto 4050-313, Portugal; REQUIMTE-LAQV, Department of Chemistry and Biochemistry, Faculty of Sciences of the University of Porto, Porto 4169-007, Portugal
| | - Andreia Peixoto
- Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology, Porto 4200-072, Portugal; Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto 4050-313, Portugal
| | - André M N Silva
- REQUIMTE-LAQV, Department of Chemistry and Biochemistry, Faculty of Sciences of the University of Porto, Porto 4169-007, Portugal
| | - Lúcio Lara Santos
- Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology, Porto 4200-072, Portugal; Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto 4050-313, Portugal; Porto Comprehensive Cancer Center (P.ccc), Porto 4200-072, Portugal
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22
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CA125 and Ovarian Cancer: A Comprehensive Review. Cancers (Basel) 2020; 12:cancers12123730. [PMID: 33322519 PMCID: PMC7763876 DOI: 10.3390/cancers12123730] [Citation(s) in RCA: 238] [Impact Index Per Article: 47.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 12/04/2020] [Accepted: 12/08/2020] [Indexed: 12/27/2022] Open
Abstract
Simple Summary CA125 has been the most promising biomarker for screening ovarian cancer; however, it still does not have an acceptable accuracy in population-based screening for ovarian cancer. In this review article, we have discussed the role of CA125 in diagnosis, evaluating response to treatment and prognosis of ovarian cancer and provided some suggestions in improving the clinical utility of this biomarker in the early diagnosis of aggressive ovarian cancers. These include using CA125 to screen individuals with symptoms who seek medical care rather than screening the general population, increasing the cutoff point for the CA125 level in the plasma and performing the test at point-of-care rather than laboratory testing. By these strategies, we would detect more aggressive ovarian cancer patients in stages that the tumour can be completely removed by surgery, which is the most important factor in redusing recurrence rate and improving the survival of the patients with ovarian cancer. Abstract Ovarian cancer is the second most lethal gynecological malignancy. The tumour biomarker CA125 has been used as the primary ovarian cancer marker for the past four decades. The focus on diagnosing ovarian cancer in stages I and II using CA125 as a diagnostic biomarker has not improved patients’ survival. Therefore, screening average-risk asymptomatic women with CA125 is not recommended by any professional society. The dualistic model of ovarian cancer carcinogenesis suggests that type II tumours are responsible for the majority of ovarian cancer mortality. However, type II tumours are rarely diagnosed in stages I and II. The recent shift of focus to the diagnosis of low volume type II ovarian cancer in its early stages of evolution provides a new and valuable target for screening. Type II ovarian cancers are usually diagnosed in advanced stages and have significantly higher CA125 levels than type I tumours. The detection of low volume type II carcinomas in stage IIIa/b is associated with a higher likelihood for optimal cytoreduction, the most robust prognostic indicator for ovarian cancer patients. The diagnosis of type II ovarian cancer in the early substages of stage III with CA125 may be possible using a higher cutoff point rather than the traditionally used 35 U/mL through the use of point-of-care CA125 assays in primary care facilities. Rapid point-of-care testing also has the potential for effective longitudinal screening and quick monitoring of ovarian cancer patients during and after treatment. This review covers the role of CA125 in the diagnosis and management of ovarian cancer and explores novel and more effective screening strategies with CA125.
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23
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Rebello OD, Gardner RA, Urbanowicz PA, Bolam DN, Crouch LI, Falck D, Spencer DIR. A novel glycosidase plate-based assay for the quantification of galactosylation and sialylation on human IgG. Glycoconj J 2020; 37:691-702. [PMID: 33064245 PMCID: PMC7679266 DOI: 10.1007/s10719-020-09953-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 09/28/2020] [Accepted: 10/06/2020] [Indexed: 02/06/2023]
Abstract
Changes in human IgG galactosylation and sialylation have been associated with several inflammatory diseases which are a major burden on the health care system. A large body of work on well-established glycomic and glycopeptidomic assays has repeatedly demonstrated inflammation-induced changes in IgG glycosylation. However, these assays are usually based on specialized analytical instrumentation which could be considered a technical barrier for uptake by some laboratories. Hence there is a growing demand for simple biochemical assays for analyzing these glycosylation changes. We have addressed this need by introducing a novel glycosidase plate-based assay for the absolute quantification of galactosylation and sialylation on IgG. IgG glycoproteins are treated with specific exoglycosidases to release the galactose and/or sialic acid residues. The released galactose monosaccharides are subsequently used in an enzymatic redox reaction that produces a fluorescence signal that is quantitative for the amount of galactosylation and, in-turn, sialylation on IgG. The glycosidase plate-based assay has the potential to be a simple, initial screening assay or an alternative assay to the usage of high-end analytical platforms such as HILIC-FLD-MSn when considering the analysis of galactosylation and sialylation on IgG. We have demonstrated this by comparing our assay to an industrial established HILIC-FLD-MSn glycomic analysis of 15 patient samples and obtained a Pearson’s r correlation coefficient of 0.8208 between the two methods.
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Affiliation(s)
- Osmond D Rebello
- Ludger Ltd, Culham Science Centre, Abingdon, UK. .,Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, Netherlands.
| | | | | | - David N Bolam
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Lucy I Crouch
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - David Falck
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, Netherlands
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24
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Wagatsuma T, Nagai-Okatani C, Matsuda A, Masugi Y, Imaoka M, Yamazaki K, Sakamoto M, Kuno A. Discovery of Pancreatic Ductal Adenocarcinoma-Related Aberrant Glycosylations: A Multilateral Approach of Lectin Microarray-Based Tissue Glycomic Profiling With Public Transcriptomic Datasets. Front Oncol 2020; 10:338. [PMID: 32232009 PMCID: PMC7082313 DOI: 10.3389/fonc.2020.00338] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 02/26/2020] [Indexed: 12/19/2022] Open
Abstract
Aberrant protein glycosylation is one of the most notable features in cancerous tissues, and thereby glycoproteins with disease-relevant glycosylation alterations are fascinating targets for the development of biomarkers and therapeutic agents. For this purpose, a reliable strategy is needed for the analysis of glycosylation alterations occurring on specific glycoproteins during the progression of cancer. Here, we propose a bilateral approach combining lectin microarray-based tissue glycomic profiling and database-derived transcriptomic datasets. First, lectin microarray was used to perform differential glycomic profiling of crude extracts derived from non-tumor and tumor regions of frozen tissue sections from pancreatic ductal adenocarcinoma (PDAC). This analysis revealed two notable tissue glycome alterations in PDAC samples: increases in sialylated glycans and bisecting N-acetylglucosamine and a decrease in ABO blood group antigens. To examine aberrations in the glycosylation machinery related to these glycomic alterations, we next employed public datasets of gene expression profiles in cancerous and normal pancreases provided by The Cancer Genome Atlas and the Genotype-Tissue Expression projects, respectively. In this analysis, glycosyltransferases responsible for the glycosylation alterations showed aberrant gene expression in the cancerous tissues, consistent with the tissue glycomic profiles. The correlated alterations in glycosyltransferase expression and tissue glycomics were then evaluated by differential glycan profiling of a membrane N-glycoprotein, basigin, expressed in tumor and non-tumor pancreatic cells. The focused differential glycomic profiling for endogenous basigin derived from non-tumor and cancerous regions of PDAC tissue sections demonstrated that PDAC-relevant glycan alterations of basigin closely reflected the notable features in the disease-specific alterations in the tissue glycomes. In conclusion, the present multi-omics strategy using public transcriptomic datasets and experimental glycomic profiling using a tiny amount of clinical specimens successfully demonstrated that basigin is a representative N-glycoprotein that reflects PDAC-related aberrant glycosylations. This study indicates the usefulness of large public data sets such as the gene expression profiles of glycosylation-related genes for evaluation of the highly sensitive tissue glycomic profiling results. This strategy is expected to be useful for the discovery of novel glyco-biomarkers and glyco-therapeutic targets.
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Affiliation(s)
- Takanori Wagatsuma
- Project for Utilizing Glycans in the Development of Innovative Drug Discovery Technologies, Japan Bioindustry Association (JBA), Tokyo, Japan.,Center for Integrated Medical Research, Keio University School of Medicine, Tokyo, Japan.,Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Ibaraki, Japan
| | - Chiaki Nagai-Okatani
- Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Ibaraki, Japan
| | - Atsushi Matsuda
- Department of Biochemistry, Keio University School of Medicine, Tokyo, Japan
| | - Yohei Masugi
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Masako Imaoka
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Ken Yamazaki
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Michiie Sakamoto
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Atsushi Kuno
- Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Ibaraki, Japan
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26
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Li G, Tang W, Yang F. Cancer Liquid Biopsy Using Integrated Microfluidic Exosome Analysis Platforms. Biotechnol J 2020; 15:e1900225. [PMID: 32032977 DOI: 10.1002/biot.201900225] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 01/31/2020] [Indexed: 12/14/2022]
Abstract
Liquid biopsies serve as both powerful noninvasive diagnostic tools for early cancer screening and prognostic tools for monitoring cancer progression and treatment efficacy. Exosomes are promising biomarkers for liquid biopsies, since these nano-sized extracellular vesicles (EVs) enrich proteins, lipids, mRNAs, and miRNAs from cells of origin, including cancer cells. Although exosomes are abundantly present in various bodily fluids, conventional exosome isolation and detection methods that rely on benchtop equipment are time-consuming, expensive, and involve complicated non-portable procedures. As an alternative, recently developed microfluidic platforms can perform effective exosome separation and detection for liquid biopsies using a single device. Such methods offer advantages of integrity, speed, cost-efficiency, and portability over conventional benchtop and early microfluidic-based single-functional methods which can only separate or detect exosomes separately. These advances have made exosome-based point-of-care (POC) applications possible. This review outlines recent integrated microfluidic-based exosomal detection strategies to guide future development of such devices for use in liquid biopsies for early cancer screening, prognostic monitoring, and other potential POC applications.
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Affiliation(s)
- Guiying Li
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun, 130012, China.,National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, 130012, China
| | - Weiwei Tang
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun, 130012, China
| | - Fang Yang
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun, 130012, China
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Zhou X, Ravichandran GC, Zhang P, Yang Y, Zeng Y. A microfluidic alternating-pull-push active digitization method for sample-loss-free digital PCR. LAB ON A CHIP 2019; 19:4104-4116. [PMID: 31720646 PMCID: PMC6894176 DOI: 10.1039/c9lc00932a] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Digital polymerase chain reaction (dPCR) is a powerful tool for genetic analysis, providing superior sensitivity and accuracy. In many applications that demand minuscule reaction volumes, such as single cell analysis, efficient and reproducible sample handling and digitization is pivotal for accurate absolute quantification of targets, but remains a significant technical challenge. In this paper, we described a robust and flexible microfluidic alternating-pull-push active digitization (μAPPAD) strategy that confers close to 100% sample digitization efficiency for microwell-based dPCR. Our strategy employs pneumatic valve control to periodically manipulate air pressure inside the chip to greatly facilitate the vacuum-driven partition of solution into microwells, enabling efficient digitization of a small-volume solution with significantly reduced volume variability. The μAPPAD method was evaluated on both tandem-channel and parallel-channel chips, which achieved a digitization efficiency of 99.5 ± 0.3% and 94.6 ± 0.9% within 10.5 min and 2 min, respectively. To assess the analytical performance of the μAPPAD chip, we calibrated it for absolution dPCR quantitation of λDNA across a range of concentrations. The results obtained with our chip matched well with the theoretical curve computed from Poisson statistics. Compared to the existing methods for highly efficient sample digitization, not only does our technology greatly reduce the constraints on microwell geometries and channel design, but also benefits from the intrinsic amenability of the pneumatic valve technique with device integration and automation. Thus we envision that the μAPPAD technology will provide a scalable and widely adaptable platform to promote the development of advanced lab-on-a-chip systems integrating microscale sample processing with dPCR for a broad scope of applications, such as single cell analysis of tumor heterogeneity and genetic profiling of circulating exosomes directly in clinical samples.
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Affiliation(s)
- Xin Zhou
- Department of Chemistry, University of Kansas, Lawrence, KS 66045, USA.
| | | | - Peng Zhang
- Department of Chemistry, University of Kansas, Lawrence, KS 66045, USA.
| | - Yang Yang
- Department of Chemistry, University of Kansas, Lawrence, KS 66045, USA.
| | - Yong Zeng
- Department of Chemistry, University of Kansas, Lawrence, KS 66045, USA. and University of Kansas Cancer Center, Kansas City, KS 66160, USA
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28
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Shimazaki H, Saito K, Matsuda A, Sawakami K, Kariya M, Segawa O, Miyashita Y, Ueda T, Koizuka M, Nakamura K, Kaji H, Tajima H, Kuno A. Lectin Bead Array in a Single Tip Facilitates Fully Automatic Glycoprotein Profiling. Anal Chem 2019; 91:11162-11169. [DOI: 10.1021/acs.analchem.9b01876] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Hiroko Shimazaki
- Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki 305-8568, Japan
| | - Kozue Saito
- Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki 305-8568, Japan
| | - Atsushi Matsuda
- Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki 305-8568, Japan
| | - Kazumi Sawakami
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Minoru Kariya
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Osamu Segawa
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Yukiko Miyashita
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Tetsuya Ueda
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Michinori Koizuka
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Kazuhiro Nakamura
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Hiroyuki Kaji
- Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki 305-8568, Japan
| | - Hideji Tajima
- Precision System Science, Kamihongou, Matsudo, Chiba 271-0064, Japan
| | - Atsushi Kuno
- Glycoscience and Glycotechnology Research Group, Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki 305-8568, Japan
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29
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Zhang P, Zhou X, Zeng Y. Multiplexed immunophenotyping of circulating exosomes on nano-engineered ExoProfile chip towards early diagnosis of cancer. Chem Sci 2019; 10:5495-5504. [PMID: 31293733 PMCID: PMC6544119 DOI: 10.1039/c9sc00961b] [Citation(s) in RCA: 106] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 04/19/2019] [Indexed: 12/28/2022] Open
Abstract
Circulating exosomes have been studied as a promising biomarker for non-invasive cancer diagnosis, as they are implicated in tumor initiation, progression, and metastasis. However, the clinical significance of circulating exosomes has not been revealed thoroughly, due to the technical limitation in sensitive and multiplexed detection of cargoes on exosomes, such as proteins and nucleic acids. Herein we developed an integrated exosome profiling platform (ExoProfile chip) to afford superior sensitivity and multiplexed capability for quantitative detection of a panel of surface protein markers on exosomes. To achieve this goal, we innovatively constructed 3D porous serpentine nanostructures via patterned colloidal self-assembly to provide enormous reaction sites and improve biosensing efficiency of exosomes. Meanwhile, the switchable microfluidic design enabled the simultaneous detection of eight markers on single addition of exosome samples. The ExoProfile chip was validated with purified exosomes from SKOV3 cells, which yielded a limit of detection of 21 exosomes per μL. We applied the ExoProfile chip to clinical analysis of circulating exosomes using only 10 μL ovarian cancer plasma and completing the analysis within 3 h. The diagnostic power of seven markers (EGFR, HER2, CA125, FRα, CD24, EpCAM, and CD9 plus CD63) were evaluated with receiver operator characteristic curve and heatmap clustering. Compared to single biomarker, the combined assessment of a biomarker panel was demonstrated to display improved accuracy in distinguishing early and late stage cancer. The results suggested the ExoProfile chip as a promising platform for molecular fingerprinting of circulating exosomes towards early cancer diagnosis.
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Affiliation(s)
- Peng Zhang
- Department of Chemistry , Ralph N Adams Institute for Bioanalytical Chemistry , University of Kansas , Lawrence , KS 66045 , USA .
| | - Xin Zhou
- Department of Chemistry , Ralph N Adams Institute for Bioanalytical Chemistry , University of Kansas , Lawrence , KS 66045 , USA .
| | - Yong Zeng
- Department of Chemistry , Ralph N Adams Institute for Bioanalytical Chemistry , University of Kansas , Lawrence , KS 66045 , USA .
- University of Kansas Cancer Center , Kansas City , KS 66160 , USA
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30
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Wang M, Zhu J, Lubman DM, Gao C. Aberrant glycosylation and cancer biomarker discovery: a promising and thorny journey. Clin Chem Lab Med 2019; 57:407-416. [PMID: 30138110 PMCID: PMC6785348 DOI: 10.1515/cclm-2018-0379] [Citation(s) in RCA: 122] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2018] [Accepted: 07/15/2018] [Indexed: 12/12/2022]
Abstract
Glycosylation is among the most important post-translational modifications for proteins and is of intrinsic complex character compared with DNAs and naked proteins. Indeed, over 50%-70% of proteins in circulation are glycosylated, and the "sweet attachments" have versatile structural and functional implications. Both the configuration and composition of the attached glycans affect the biological activities of consensus proteins significantly. Glycosylation is generated by complex biosynthetic pathways comprising hundreds of glycosyltransferases, glycosidases, transcriptional factors, transporters and the protein backbone. In addition, lack of direct genetic templates and glyco-specific antibodies such as those commonly used in DNA amplification and protein capture makes research on glycans and glycoproteins even more difficult, thus resulting in sparse knowledge on the pathophysiological implications of glycosylation. Fortunately, cutting-edge technologies have afforded new opportunities and approaches for investigating cancer-related glycosylation. Thus, glycans as well as aberrantly glycosylated protein-based cancer biomarkers have been increasingly recognized. This mini-review highlights the most recent developments in glyco-biomarker studies in an effort to discover clinically relevant cancer biomarkers using advanced analytical methodologies such as mass spectrometry, high-performance liquid chromatographic/ultra-performance liquid chromatography, capillary electrophoresis, and lectin-based technologies. Recent clinical-centered glycobiological studies focused on determining the regulatory mechanisms and the relation with diagnostics, prognostics and even therapeutics are also summarized. These studies indicate that glycomics is a treasure waiting to be mined where the growth of cancer-related glycomics and glycoproteomics is the next great challenge after genomics and proteomics.
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Affiliation(s)
- Mengmeng Wang
- Department of Laboratory Medicine, Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, P.R. China
| | - Jianhui Zhu
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI, USA
| | - David M. Lubman
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Chunfang Gao
- Department of Laboratory Medicine, Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai 200438, P.R. China
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31
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Ultrasensitive detection of circulating exosomes with a 3D-nanopatterned microfluidic chip. Nat Biomed Eng 2019; 3:438-451. [PMID: 31123323 PMCID: PMC6556143 DOI: 10.1038/s41551-019-0356-9] [Citation(s) in RCA: 390] [Impact Index Per Article: 65.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Accepted: 01/16/2019] [Indexed: 12/21/2022]
Abstract
The performance of current microfluidic methods for exosome detection is constrained by boundary conditions, as well as fundamental limits to microscale mass transfer and interfacial exosome binding. Here, we show that a microfluidic chip designed with self-assembled three-dimensional herringbone nanopatterns can detect low levels of tumour-associated exosomes in plasma (10 exosomes μl-1, or approximately 200 vesicles per 20 μl of spiked sample) that would otherwise be undetectable by standard microfluidic systems for biosensing. The nanopatterns promote microscale mass transfer, increase surface area and probe density to enhance the efficiency and speed of exosome binding, and permit drainage of the boundary fluid to reduce near-surface hydrodynamic resistance, thus promoting particle-surface interactions for exosome binding. We used the device for the detection-in 2 μl plasma samples from 20 ovarian cancer patients and 10 age-matched controls-of exosome subpopulations expressing CD24, epithelial cell adhesion molecule and folate receptor alpha proteins, and suggest exosomal folate receptor alpha as a potential biomarker for early detection and progression monitoring of ovarian cancer. The nanolithography-free nanopatterned device should facilitate the use of liquid biopsies for cancer diagnosis.
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32
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Guerra A, von Stosch M, Glassey J. Toward biotherapeutic product real-time quality monitoring. Crit Rev Biotechnol 2019; 39:289-305. [DOI: 10.1080/07388551.2018.1524362] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- André Guerra
- School of Chemical Engineering and Advanced Materials, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Moritz von Stosch
- School of Chemical Engineering and Advanced Materials, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jarka Glassey
- School of Chemical Engineering and Advanced Materials, Newcastle University, Newcastle upon Tyne, United Kingdom
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33
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Cao H, Zhou X, Zeng Y. Microfluidic Exponential Rolling Circle Amplification for Sensitive microRNA Detection Directly from Biological Samples. SENSORS AND ACTUATORS. B, CHEMICAL 2019; 279:447-457. [PMID: 30533973 PMCID: PMC6284813 DOI: 10.1016/j.snb.2018.09.121] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
There is an urgent need of sensitive bioanalytical platforms for sensitive and precise quantification of low-abundance microRNA targets in complex biological samples, including liquid biopsies of tumors. Many of current miRNA biosensing methods require laborious sample pretreatment procedures, including extraction of total RNA, which largely limits their biomedical and clinical applications. Herein we developed an integrated Microfluidic Exponential Rolling Circle Amplification (MERCA) platform for sensitive and specific detection of microRNAs directly in minimally processed samples. The MERCA system integrates and streamlines solid-phase miRNA isolation, miRNA-adapter ligation, and a dualphase exponential rolling circle amplification (eRCA) assay in one analytical workflow. By marrying the advantages of microfluidics in leveraging bioassay performance with the high sensitivity of eRCA, our method affords a remarkably low limit of detection at <10 zeptomole levels, with the ability to discriminate single-nucleotide difference. Using the MERCA chip, we demonstrated quantitative detection of miRNAs in total RNA, raw cell lysate, and cellderived exosomes. Comparing with the parallel TaqMan RT-qPCR measurements verified the adaptability of the MERCA system for detection of miRNA biomarkers in complex biological materials. In particular, high sensitivity of our method enables direct detection of low-level exosomal miRNAs in as few as 2 × 106 exosomes. Such analytical capability immediately addresses the unmet challenge in sample consumption, a key setback in clinical development of exosome-based liquid biopsies. Therefore, the MERCA would provide a useful platform to facilitate miRNA analysis in broad biological and clinical applications.
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Affiliation(s)
- Hongmei Cao
- Department of Chemistry, University of Kansas, Lawrence, KS 66045
| | - Xin Zhou
- Department of Chemistry, University of Kansas, Lawrence, KS 66045
| | - Yong Zeng
- Department of Chemistry, University of Kansas, Lawrence, KS 66045
- University of Kansas Cancer Center, Kansas City, KS 66160
- Corresponding authors: , Fax: 785-864-5396
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34
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Zhang P, Crow J, Lella D, Zhou X, Samuel G, Godwin AK, Zeng Y. Ultrasensitive quantification of tumor mRNAs in extracellular vesicles with an integrated microfluidic digital analysis chip. LAB ON A CHIP 2018; 18:3790-3801. [PMID: 30474100 PMCID: PMC6310142 DOI: 10.1039/c8lc01071d] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Extracellular vesicles (EVs) present a promising liquid biopsy for cancer diagnosis. However, it remains a daunting challenge to quantitatively measure molecular contents of EVs including tumor-associated mRNAs. Herein, we report a configurable microwell-patterned microfluidic digital analysis platform combined with a dual-probe hybridization assay for PCR-free, single-molecule detection of specific mRNAs in EVs. The microwell array in our device is configurable between the flow-through assay mode for enhanced hybridization capture and tagging of mRNAs and the digital detection mode based on femtoliter-scale enzymatic signal amplification for single-molecule counting of surface-bound targets. Furthermore, a dual-probe hybridization assay has been developed to enhance the sensitivity of the digital single-molecule detection of EV mRNAs. Combining the merits of the chip design and the dual-probe digital mRNA hybridization assay, the integrated microfluidic system has been demonstrated to afford quantitative detection of synthetic GAPDH mRNA with a LOD as low as 20 aM. Using this technology, we quantified the level of GAPDH and EWS-FLI1 mRNAs in EVs derived from two cell lines of peripheral primitive neuroectodermal tumor (PNET), CHLA-9 and CHLA-258. Our measurements detected 64.6 and 43.5 copies of GAPDH mRNA and 6.5 and 0.277 copies of EWS-FLI1 fusion transcripts per 105 EVs derived from CHLA-9 and CHLA-258 cells, respectively. To our knowledge, this is the first demonstration of quantitative measurement of EWS-FLI1 mRNA copy numbers in Ewing Sarcoma (EWS)-derived EVs. These results highlight the ultralow frequency of tumor-specific mRNA markers in EVs and the necessity of developing highly sensitive methods for analysis of EV mRNAs. The microfluidic digital mRNA analysis platform presented here would provide a useful tool to facilitate quantitative analysis of tumor-associated EV mRNAs for liquid biopsy-based cancer diagnosis and monitoring.
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Affiliation(s)
- Peng Zhang
- Department of Chemistry, University of Kansas, Lawrence, KS USA
| | - Jennifer Crow
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Divya Lella
- Department of Chemistry, University of Kansas, Lawrence, KS USA
| | - Xin Zhou
- Department of Chemistry, University of Kansas, Lawrence, KS USA
| | - Glenson Samuel
- Division of Hematology Oncology and Bone Marrow Transplantation, Children’s Mercy Hospitals & Clinics, Kansas City, MO, USA
| | - Andrew K. Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
- University of Kansas Cancer Center, Kansas City, KS, USA
| | - Yong Zeng
- Department of Chemistry, University of Kansas, Lawrence, KS USA
- University of Kansas Cancer Center, Kansas City, KS, USA
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35
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Narimatsu H, Kaji H, Vakhrushev SY, Clausen H, Zhang H, Noro E, Togayachi A, Nagai-Okatani C, Kuno A, Zou X, Cheng L, Tao SC, Sun Y. Current Technologies for Complex Glycoproteomics and Their Applications to Biology/Disease-Driven Glycoproteomics. J Proteome Res 2018; 17:4097-4112. [PMID: 30359034 DOI: 10.1021/acs.jproteome.8b00515] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Glycoproteomics is an important recent advance in the field of glycoscience. In glycomics, glycan structures are comprehensively analyzed after glycans are released from glycoproteins. However, a major limitation of glycomics is the lack of insight into glycoprotein functions. The Biology/Disease-driven Human Proteome Project has a particular focus on biological and medical applications. Glycoproteomics technologies aimed at obtaining a comprehensive understanding of intact glycoproteins, i.e., the kind of glycan structures that are attached to particular amino acids and proteins, have been developed. This Review focuses on the recent progress of the technologies and their applications. First, the methods for large-scale identification of both N- and O-glycosylated proteins are summarized. Next, the progress of analytical methods for intact glycopeptides is outlined. MS/MS-based methods were developed for improving the sensitivity and speed of the mass spectrometer, in parallel with the software for complex spectrum assignment. In addition, a unique approach to identify intact glycopeptides using MS1-based accurate masses is introduced. Finally, as an advance of glycomics, two approaches to provide the spatial distribution of glycans in cells are described, i.e., MS imaging and lectin microarray. These methods allow rapid glycomic profiling of different types of biological samples and thus facilitate glycoproteomics.
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Affiliation(s)
- Hisashi Narimatsu
- Biotechnology Research Institute for Drug Discovery , National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono , Tsukuba , Ibaraki 305-8568 , Japan
| | - Hiroyuki Kaji
- Biotechnology Research Institute for Drug Discovery , National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono , Tsukuba , Ibaraki 305-8568 , Japan
| | - Sergey Y Vakhrushev
- Copenhagen Center for Glycomics , University of Copenhagen , Blegdamsvej 3 , Copenhagen 2200 , Denmark
| | - Henrik Clausen
- Copenhagen Center for Glycomics , University of Copenhagen , Blegdamsvej 3 , Copenhagen 2200 , Denmark
| | - Hui Zhang
- Center for Biomarker Discovery and Translation , Johns Hopkins University , 400 North Broadway , Baltimore , Maryland 21205 , United States
| | - Erika Noro
- Biotechnology Research Institute for Drug Discovery , National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono , Tsukuba , Ibaraki 305-8568 , Japan
| | - Akira Togayachi
- Biotechnology Research Institute for Drug Discovery , National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono , Tsukuba , Ibaraki 305-8568 , Japan
| | - Chiaki Nagai-Okatani
- Biotechnology Research Institute for Drug Discovery , National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono , Tsukuba , Ibaraki 305-8568 , Japan
| | - Atsushi Kuno
- Biotechnology Research Institute for Drug Discovery , National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono , Tsukuba , Ibaraki 305-8568 , Japan
| | - Xia Zou
- Biotechnology Research Institute for Drug Discovery , National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono , Tsukuba , Ibaraki 305-8568 , Japan.,Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education) , Shanghai Jiao Tong University , 800 Dong Chuan Road , Minhang , Shanghai 200240 , P.R. China
| | - Li Cheng
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education) , Shanghai Jiao Tong University , 800 Dong Chuan Road , Minhang , Shanghai 200240 , P.R. China
| | - Sheng-Ce Tao
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education) , Shanghai Jiao Tong University , 800 Dong Chuan Road , Minhang , Shanghai 200240 , P.R. China
| | - Yangyang Sun
- Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education) , Shanghai Jiao Tong University , 800 Dong Chuan Road , Minhang , Shanghai 200240 , P.R. China
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36
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Hayes B, Murphy C, Crawley A, O'Kennedy R. Developments in Point-of-Care Diagnostic Technology for Cancer Detection. Diagnostics (Basel) 2018; 8:diagnostics8020039. [PMID: 29865250 PMCID: PMC6023377 DOI: 10.3390/diagnostics8020039] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 05/22/2018] [Accepted: 05/25/2018] [Indexed: 12/12/2022] Open
Abstract
Cancer is the cause of death for one in seven individuals worldwide. It is widely acknowledged that screening and early diagnosis are of vital importance for improving the likelihood of recovery. However, given the costly, time-consuming, and invasive nature of the many methods currently in use, patients often do not take advantage of the services available to them. Consequently, many researchers are exploring the possibility of developing fast, reliable, and non-invasive diagnostic tools that can be used directly or by local physicians at the point-of-care. Herein, we look at the use of established biomarkers in cancer therapy and investigate emerging biomarkers exhibiting future potential. The incorporation of these biomarkers into point-of-care devices could potentially reduce the strain currently experienced by screening programs in hospitals and healthcare systems. Results derived from point-of-care tests should be accurate, sensitive, and generated rapidly to assist in the selection of the best course of treatment for optimal patient care. Essentially, point-of-care diagnostics should enhance the well-being of patients and lead to a reduction in cancer-related deaths.
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Affiliation(s)
- Bryony Hayes
- Translational Health Sciences, Bristol Medical School, Dorothy Hodgkin Building, Whitson Street, Bristol BS1 3NY, UK.
| | - Caroline Murphy
- School of Biotechnology, Dublin City University, Collins Avenue, Glasnevin, Dublin D09 Y5N0, Ireland.
| | - Aoife Crawley
- School of Biotechnology, Dublin City University, Collins Avenue, Glasnevin, Dublin D09 Y5N0, Ireland.
| | - Richard O'Kennedy
- School of Biotechnology, Dublin City University, Collins Avenue, Glasnevin, Dublin D09 Y5N0, Ireland.
- Hamad Bin Khalifa University, Research Complex, P.O. Box 34110 Doha, Qatar.
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37
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Emerging glycobiology tools: A renaissance in accessibility. Cell Immunol 2018; 333:2-8. [PMID: 29759530 DOI: 10.1016/j.cellimm.2018.04.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 04/23/2018] [Accepted: 04/24/2018] [Indexed: 01/01/2023]
Abstract
The glycobiology of the immune response is a topic that has garnered increased attention due to a number of key discoveries surrounding IgG function, the specificity of some broadly neutralizing anti-HIV antibodies, cancer immunoregulation by galectin molecules and others. This review is the opening article in a Special Edition of Cellular Immunology focused on glycoimmunology, and has the goal of setting the context for these articles by providing a mini-review of how glycans impact immunity. We also focus on some of the technological and methodological advances in the field of glycobiology that are being deployed to lower the barrier of entry into the glycosciences, and to more fully interrogate the glycome and its function.
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38
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Chen CS, Chen CY, Ravinath DM, Bungahot A, Cheng CP, You RI. Functional characterization of chitin-binding lectin from Solanum integrifolium containing anti-fungal and insecticidal activities. BMC PLANT BIOLOGY 2018; 18:3. [PMID: 29298668 PMCID: PMC5751800 DOI: 10.1186/s12870-017-1222-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2017] [Accepted: 12/21/2017] [Indexed: 05/09/2023]
Abstract
BACKGROUND Along with the rapid development of glycomic tools, the study of lectin-carbohydrate interactions has expanded, opening the way for applications in the fields of analytic, diagnostic, and drug delivery. Chitin-binding lectins (CBLs) play roles in immune defense against chitin-containing pathogens. CBLs from species of the Solanaceae family, such as tomato, potato and jimsonweed, display different binding specificities to sugar chains containing poly-N-acetyllactosamine. RESULTS In this report, CBLs from Solanum integrifolium were isolated by ion exchange chromatography. The fractions showed hemagglutination activity (HA). The recombinant CBL in the 293F cell culture supernatant was able to inhibit the growth of Rhizoctonia solani and Colletotrichum gloeosporioide. Furthermore, the carbohydrate-binding property of CBLs was confirmed with the inhibition of HA. Binding of CBL to Spodoptera frugiperda (sf21) insect cells can partly be inhibited by N-Acetylglucosamine (GlcNAc), which is related to decrease mitochondrial membrane potential of sf21 cells. CONCLUSIONS The results showed that CBL exhibited antifungal properties and inhibited insect cell growth, which is directly correlated to the lectin-carbohydrate interaction. Further identification and characterization of CBLs will help to broaden their scope of application in plant defense and in biomedical applications.
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Affiliation(s)
- Chang-Shan Chen
- Department of Laboratory Medicine and Biotechnology, College of Medicine, Tzu Chi University, Hualien, Taiwan, Republic of China
- Institutes of Biomedical Sciences, Academia Sinica, Taipei, Taiwan, Republic of China
| | - Chun-Yi Chen
- Department of Laboratory Medicine and Biotechnology, College of Medicine, Tzu Chi University, Hualien, Taiwan, Republic of China
- Department of Life Science, Tzu Chi University, Hualien, Taiwan, Republic of China
| | - Divya Malathy Ravinath
- Department of Laboratory Medicine and Biotechnology, College of Medicine, Tzu Chi University, Hualien, Taiwan, Republic of China
| | - Agustina Bungahot
- Department of Laboratory Medicine and Biotechnology, College of Medicine, Tzu Chi University, Hualien, Taiwan, Republic of China
| | - Chi-Ping Cheng
- Department of Life Science, Tzu Chi University, Hualien, Taiwan, Republic of China
| | - Ren-In You
- Department of Laboratory Medicine and Biotechnology, College of Medicine, Tzu Chi University, Hualien, Taiwan, Republic of China.
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39
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Choi I, Bae SW, Yeo WS. Recyclable Surfaces for Amine Conjugation Chemistry via Redox Reaction. B KOREAN CHEM SOC 2017. [DOI: 10.1002/bkcs.11079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Inseong Choi
- Department of Bioscience and Biotechnology; Bio/Molecular Informatics Center, Konkuk University; Seoul 143-701 Korea
| | - Se Won Bae
- Green Materials and Process Group, Research Institute of Sustainable Manufacturing System; Korea Institute of Industrial Technology; Cheonan 31056 Korea
| | - Woon-Seok Yeo
- Department of Bioscience and Biotechnology; Bio/Molecular Informatics Center, Konkuk University; Seoul 143-701 Korea
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Baker JD, Kysela DT, Zhou J, Madren SM, Wilkens AS, Brun YV, Jacobson SC. Programmable, Pneumatically Actuated Microfluidic Device with an Integrated Nanochannel Array To Track Development of Individual Bacteria. Anal Chem 2016; 88:8476-83. [PMID: 27314919 DOI: 10.1021/acs.analchem.6b00889] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
We describe a microfluidic device with an integrated nanochannel array to trap individual bacteria and monitor growth and reproduction of lineages over multiple generations. Our poly(dimethylsiloxane) device comprises a pneumatically actuated nanochannel array that includes 1280 channels with widths from 600 to 1000 nm to actively trap diverse bacteria. Integrated pumps and valves perform on-chip fluid and cell manipulations that provide dynamic control of cell loading and nutrient flow, permitting chemostatic growth for extended periods of time (typically 12 to 20 h). Nanochannels confine bacterial growth to a single dimension, facilitating high-resolution, time-lapse imaging and tracking of individual cells. We use the device to monitor the growth of single bacterial cells that undergo symmetric (Bacillus subtilis) and asymmetric (Caulobacter crescentus) division and reconstruct their lineages to correlate growth measurements through time and among related cells. Furthermore, we monitor the motility state of single B. subtilis cells across multiple generations by the expression of a fluorescent reporter protein and observe that the state of the epigenetic switch is correlated over five generations. Our device allows imaging of cellular lineages with high spatiotemporal resolution to facilitate the analysis of biological processes spanning multiple generations.
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Affiliation(s)
- Joshua D Baker
- Department of Chemistry and ‡Department of Biology, Indiana University , Bloomington, Indiana 47405, United States
| | - David T Kysela
- Department of Chemistry and ‡Department of Biology, Indiana University , Bloomington, Indiana 47405, United States
| | - Jinsheng Zhou
- Department of Chemistry and ‡Department of Biology, Indiana University , Bloomington, Indiana 47405, United States
| | - Seth M Madren
- Department of Chemistry and ‡Department of Biology, Indiana University , Bloomington, Indiana 47405, United States
| | - Andrew S Wilkens
- Department of Chemistry and ‡Department of Biology, Indiana University , Bloomington, Indiana 47405, United States
| | - Yves V Brun
- Department of Chemistry and ‡Department of Biology, Indiana University , Bloomington, Indiana 47405, United States
| | - Stephen C Jacobson
- Department of Chemistry and ‡Department of Biology, Indiana University , Bloomington, Indiana 47405, United States
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