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Takeda H. Autoantibody Profiling Using Human Autoantigen Protein Array and AlphaScreen. Methods Mol Biol 2024; 2766:107-128. [PMID: 38270871 DOI: 10.1007/978-1-0716-3682-4_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2024]
Abstract
Autoantibodies that recognize self-antigens are believed to have a close relationship with diseases such as autoimmune diseases, cancer, and lifestyle diseases. Analysis of autoantibodies is essential for investigating pathology mechanisms, diagnosis, and therapeutics of these diseases. We developed an autoantibody profiling assay using a cell-free synthesized protein array and high-throughput screening technology. Our assay system can sensitively detect interaction between recombinant antigen protein and autoantibody and efficiently analyze autoantibody profiling in patients' sera.
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Affiliation(s)
- Hiroyuki Takeda
- Proteo-Science Center, Ehime University, Matsuyama, Ehime, Japan.
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2
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Ni J, Chen C, Wang S, Liu X, Tan L, Lu L, Fan Y, Hou Y, Dou H, Liang J. Novel CSF biomarkers for diagnosis and integrated analysis of neuropsychiatric systemic lupus erythematosus: based on antibody profiling. Arthritis Res Ther 2023; 25:165. [PMID: 37684700 PMCID: PMC10486090 DOI: 10.1186/s13075-023-03146-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 08/23/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND Neuropsychiatric systemic lupus erythematosus (NPSLE), with various morbidities and multiple manifestations in the central nervous system, remains a limited standard for diagnosis. Our study was to discover novel biomarkers for improving the diagnostic efficiency for NPSLE. METHODS We performed a quantitative planar protein antibody microarray to screen 1000 proteins in cerebrospinal fluid from controls, systemic lupus erythematosus (SLE, non-NPSLE) patients, and NPSLE patients. Differentially expressed proteins (DEPs) as candidate biomarkers were developed into a custom multiplexed protein antibody array for further validation in an independent larger cohort. Subsequently, we used least absolute shrinkage and selection operator regression (LASSO) analysis and multivariable logistic regression analysis for optimizing feature selection and constructing a diagnostic model. A receiver operating characteristic curve (ROC) was generated to assess the effectiveness of the models. RESULTS The expression of 29 proteins in CSF was significantly altered in the comparison of the three groups. We selected 17 proteins as candidate biomarkers in accordance with protein interaction analysis. In the larger cohort, we identified 5 DEPs as biomarkers for NPSLE, including TCN2, CST6, KLK5, L-selectin, and Trappin-2. The diagnostic model included 3 hub proteins (CST6, TCN2, KLK5) and was best at discriminating NPSLE from SLE patients. These CSF biomarkers were also highly associated with disease activity. In addition, there were 6 molecules with remarkable changes in NPSLE CSF and hippocampus, which indicated the consistency of the environment in the brain and the promising molecular targets in the pathogenesis of NPSLE. CONCLUSIONS The dual-chips screening strategy demonstrated KLK5, L-selectin, Trappin-2, TCN2, and CST6 as CSF biomarkers for diagnosing NPSLE.
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Affiliation(s)
- Jiali Ni
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing, 210093, China
| | - Chen Chen
- Department of Clinical Nutrition, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China
| | - Shuangan Wang
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing, 210093, China
| | - Xuan Liu
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing, 210093, China
| | - Liping Tan
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing, 210093, China
| | - Li Lu
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing, 210093, China
| | - Yu Fan
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing, 210093, China
| | - Yayi Hou
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing, 210093, China.
- Jiangsu Key Laboratory of Molecular Medicine, Nanjing, 210093, China.
| | - Huan Dou
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing, 210093, China.
- Jiangsu Key Laboratory of Molecular Medicine, Nanjing, 210093, China.
| | - Jun Liang
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China.
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3
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Carlton LH, McGregor R, Moreland NJ. Human antibody profiling technologies for autoimmune disease. Immunol Res 2023; 71:516-527. [PMID: 36690876 PMCID: PMC9870766 DOI: 10.1007/s12026-023-09362-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 01/12/2023] [Indexed: 01/25/2023]
Abstract
Autoimmune diseases are caused by the break-down in self-tolerance mechanisms and can result in the generation of autoantibodies specific to human antigens. Human autoantigen profiling technologies such as solid surface arrays and display technologies are powerful high-throughput technologies utilised to discover and map novel autoantigens associated with disease. This review compares human autoantigen profiling technologies including the application of these approaches in chronic and post-infectious autoimmune disease. Each technology has advantages and limitations that should be considered when designing new projects to profile autoantibodies. Recent studies that have utilised these technologies across a range of diseases have highlighted marked heterogeneity in autoantibody specificity between individuals as a frequent feature. This individual heterogeneity suggests that epitope spreading maybe an important mechanism in the pathogenesis of autoimmune disease in general and likely contributes to inflammatory tissue damage and symptoms. Studies focused on identifying autoantibody biomarkers for diagnosis should use targeted data analysis to identify the rarer public epitopes and antigens, common between individuals. Thus, utilisation of human autoantigen profiling technology, combined with different analysis approaches, can illuminate both pathogenesis and biomarker discovery.
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Affiliation(s)
- Lauren H Carlton
- School of Medical Sciences, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand.
- Maurice Wilkins Centre, The University of Auckland, Auckland, New Zealand.
| | - Reuben McGregor
- School of Medical Sciences, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, The University of Auckland, Auckland, New Zealand
| | - Nicole J Moreland
- School of Medical Sciences, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand.
- Maurice Wilkins Centre, The University of Auckland, Auckland, New Zealand.
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4
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Tortajada-Genaro LA, Casañ-Raga N, Mas S, Ibañez-Echevarria E, Morais S, Maquieira Á. Reversed-phase allergen microarrays on optical discs for multiplexed diagnostics of food allergies. Mikrochim Acta 2023; 190:166. [PMID: 37010667 PMCID: PMC10070211 DOI: 10.1007/s00604-023-05756-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 03/17/2023] [Indexed: 04/04/2023]
Abstract
A high percentage of the population suffers from multiple food allergies justifying the importance of reliable diagnostic methods. Single-analyte solutions based on the determination of specific immunoglobulins E (sIgE) are safe and fast but are generally time-consuming and expensive. Thus sustainable microanalytical methods that provide multianalyte profiling information are highly demanded. This work presents the in vitro biosensing of specific IgE levels based on a reversed-phase allergen array. The approach consists of optical biosensing supported by direct multiplex immunoassays and on-disc technology. It identifies 12 sIgE associated with food allergies in a single analysis with a low serum sample volume (25 µL). After processing captured images, specific signals for each target biomarker correlate to their concentration. The assay analytically performs well with 0.3 IU/mL and 0.41 IU/mL as the detection and quantification limits in serum, respectively. This novel method achieves excellent clinical specificity (100%) and high sensitivity (91.1%), considering the diagnosis obtained by clinical history and ImmunoCAP analysis. The results demonstrate that microanalytical systems based on allergen arrays can potentially diagnose multiple food allergies and are easily implemented in primary care laboratory settings.
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Affiliation(s)
- Luis A Tortajada-Genaro
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular Y Desarrollo Tecnológico (IDM), Universitat Politècnica de València, Universitat de València, Camino de Vera S/N, 46022, Valencia, Spain.
- Departamento de Química, Universitat Politècnica de València, Valencia, Spain.
- Unidad Mixta UPV-La Fe, Nanomedicine and Sensors, IIS La Fe, Valencia, Spain.
| | - Natalia Casañ-Raga
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular Y Desarrollo Tecnológico (IDM), Universitat Politècnica de València, Universitat de València, Camino de Vera S/N, 46022, Valencia, Spain
| | - Salva Mas
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular Y Desarrollo Tecnológico (IDM), Universitat Politècnica de València, Universitat de València, Camino de Vera S/N, 46022, Valencia, Spain
| | - Ethel Ibañez-Echevarria
- Hospital Universitari I Politènic La Fe, Servicio de Alergología, Avinguda de Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Sergi Morais
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular Y Desarrollo Tecnológico (IDM), Universitat Politècnica de València, Universitat de València, Camino de Vera S/N, 46022, Valencia, Spain
- Departamento de Química, Universitat Politècnica de València, Valencia, Spain
- Unidad Mixta UPV-La Fe, Nanomedicine and Sensors, IIS La Fe, Valencia, Spain
| | - Ángel Maquieira
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular Y Desarrollo Tecnológico (IDM), Universitat Politècnica de València, Universitat de València, Camino de Vera S/N, 46022, Valencia, Spain
- Departamento de Química, Universitat Politècnica de València, Valencia, Spain
- Unidad Mixta UPV-La Fe, Nanomedicine and Sensors, IIS La Fe, Valencia, Spain
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Olofsson J, Hellström C, Andersson E, Yousef J, Skoglund L, Sjöberg R, Månberg A, Nilsson P, Pin E. Array-Based Multiplex and High-Throughput Serology Assays. Methods Mol Biol 2023; 2628:535-553. [PMID: 36781805 DOI: 10.1007/978-1-0716-2978-9_31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
The detection of antibody responses using serological tests provides means to diagnose infections, follow disease transmission, and monitor vaccination responses. The coronavirus disease 2019 (COVID-19) pandemic, caused by the SARS-CoV-2 virus, highlighted the need for rapid development of robust and reliable serological tests to follow disease spreading. Moreover, the rise of SARS-CoV-2 variants emphasized the need to monitor their transmission and prevalence in the population. For this reason, multiplex and flexible serological assays are needed to allow for rapid inclusion of antigens representing new variants as soon as they appear. In this chapter, we describe the generation and application of a multiplex serological test, based on bead array technology, to detect anti-SARS-CoV-2 antibodies in a high-throughput manner, using only a few microliters of sample. This method is currently expanding to include a multi-disease antigen panel that will allow parallel detection of antibodies towards several infectious agents.
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Affiliation(s)
- Jennie Olofsson
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Ceke Hellström
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Eni Andersson
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Jamil Yousef
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Lovisa Skoglund
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Ronald Sjöberg
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Anna Månberg
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Peter Nilsson
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Elisa Pin
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden.
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6
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Matsuda KM, Kotani H, Yamaguchi K, Okumura T, Fukuda E, Kono M, Hisamoto T, Kawanabe R, Norimatsu Y, Kuzumi A, Fukayama M, Fukasawa T, Ebata S, Yoshizaki-Ogawa A, Okamura T, Shoda H, Fujio K, Goshima N, Sato S, Yoshizaki A. Significance of anti-transcobalamin receptor antibodies in cutaneous arteritis revealed by proteome-wide autoantibody screening. J Autoimmun 2023; 135:102995. [PMID: 36724643 DOI: 10.1016/j.jaut.2023.102995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 02/03/2023]
Abstract
Cutaneous arteritis (CA) is a single-organ vasculitis that exclusively affects the small to medium-sized arteries of the skin. Diagnosis depends on a histological investigation with skin biopsy, which could be burdensome for both patients and clinicians. Moreover, the pathogenesis of CA remains unstudied, and treatment has not yet been established. Herein, we applied our proteome-wide autoantibody screening method to explore autoantibodies in the serum of CA patients. As a result, anti-transcobalamin receptor (TCblR) antibodies (Abs) were specifically detected in 24% of CA patients. Patients with positive anti-TCblR Abs were spared from peripheral neuropathy compared to those with negative anti-TCblR Abs, showing characteristics as CA confined to the skin. In addition, we revealed that anti-TCblR Abs trigger the autocrine loop of interleukin-6 mediated by tripartite motif-containing protein 21 in human endothelial cells and induce periarterial inflammation in murine skin. Furthermore, we demonstrated that methylcobalamin, a ligand of TCblR, ameliorates inflammation caused by anti-TCblR Abs both in vitro and in vivo. Collectively, our investigation unveils the pathologic significance of anti-TCblR Abs in CA and their potential as a diagnostic marker and a pathophysiology-oriented therapeutic target.
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Affiliation(s)
- Kazuki M Matsuda
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Hirohito Kotani
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Kei Yamaguchi
- Molecular Profiling Research Center for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan; ProteoBridge Corporation, Tokyo, Japan
| | - Taishi Okumura
- Molecular Profiling Research Center for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan; ProteoBridge Corporation, Tokyo, Japan
| | - Eriko Fukuda
- Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Industrial Science and Technology, Ibaraki, Japan
| | - Masanori Kono
- Department of Allergy and Rheumatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Teruyoshi Hisamoto
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Ruriko Kawanabe
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Yuta Norimatsu
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Ai Kuzumi
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Maiko Fukayama
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Takemichi Fukasawa
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Satoshi Ebata
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Asako Yoshizaki-Ogawa
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Tomohisa Okamura
- Department of Allergy and Rheumatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Hirofumi Shoda
- Department of Allergy and Rheumatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Keishi Fujio
- Department of Allergy and Rheumatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Naoki Goshima
- Molecular Profiling Research Center for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan; ProteoBridge Corporation, Tokyo, Japan
| | - Shinichi Sato
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan.
| | - Ayumi Yoshizaki
- Department of Dermatology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan.
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7
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Uchida M, Selivanovitch E, McCoy K, Douglas T. Fabrication of Protein Macromolecular Frameworks (PMFs) and Their Application in Catalytic Materials. Methods Mol Biol 2023; 2671:111-120. [PMID: 37308641 PMCID: PMC11034859 DOI: 10.1007/978-1-0716-3222-2_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The construction of three-dimensional (3D) array materials from nanoscale building blocks has drawn significant interest because of their potential to exhibit collective properties and functions arising from the interactions between individual building blocks. Protein cages such as virus-like particles (VLPs) have distinct advantages as building blocks for higher-order assemblies because they are extremely homogeneous in size and can be engineered with new functionalities by chemical and/or genetic modification. In this chapter, we describe a protocol for constructing a new class of protein-based superlattices, called protein macromolecular frameworks (PMFs). We also describe an exemplary method to evaluate the catalytic activity of enzyme-enclosed PMFs, which exhibit enhanced catalytic activity due to the preferential partitioning of charged substrates into the PMF.
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Affiliation(s)
- Masaki Uchida
- Department of Chemistry and Biochemistry, California State University, Fresno, Fresno, CA, USA.
| | | | - Kimberly McCoy
- Department of Chemistry and Biochemistry, California State University, Fresno, Fresno, CA, USA
| | - Trevor Douglas
- Department of Chemistry, Indiana University, Bloomington, IN, USA
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8
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Lou N, Zheng C, Wang Y, Liang C, Tan Q, Luo R, Zhang L, Xie T, Shi Y, Han X. Identification of novel serological autoantibodies in Chinese prostate cancer patients using high-throughput protein arrays. Cancer Immunol Immunother 2023; 72:235-247. [PMID: 35831618 DOI: 10.1007/s00262-022-03242-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 06/13/2022] [Indexed: 01/07/2023]
Abstract
Autoantibody (AAb) has a prominent role in prostate cancer (PCa), with few studies profiling the AAb landscape in Chinese patients. Therefore, the AAb landscape in Chinese patients was characterized using protein arrays. First, in the discovery phase, Huprot arrays outlined autoimmune profiles against ~ 21,888 proteins from 57 samples. In the verification phase, the PCa-focused arrays detected 25 AAbs selected from the discovery phase within 178 samples. Then, PCa was detected using a backpropagation artificial neural network (BPANN) model. In the validation phase, an enzyme-linked immunosorbent assay (ELISA) was used to validate four AAb biomarkers from 196 samples. Huprot arrays profiled distinct PCa, benign prostate diseases (BPD), and health AAb landscapes. PCa-focused array depicted that IFIT5 and CPOX AAbs could distinguish PCa from health with an area under curve (AUC) of 0.71 and 0.70, respectively. PAH and FCER2 AAbs had AUCs of 0.86 and 0.88 in discriminating PCa from BPD. Particularly, PAH AAb detected patients in the prostate-specific antigen (PSA) gray zone with an AUC of 0.86. Meanwhile, the BPANN model of 4-AAb (IFIT5, PAH, FCER2, CPOX) panel attained AUC of 0.83 among the two cohorts for detecting patients with gray-zone PSA. In the validation cohort, the IFIT5 AAb was upregulated in PCa compared to health (p < 0.001). Compared with BPD, PAH and FCER2 AAbs were significantly elevated in PCa (p = 0.012 and 0.039). We have demonstrated the first extensive profiling of autoantibodies in Chinese PCa patients, identifying novel diagnostic AAb biomarkers, especially for identification of gray-zone-PSA patients.
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Affiliation(s)
- Ning Lou
- Department of Clinical Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.,Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Cuiling Zheng
- Department of Clinical Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yanrong Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Caixia Liang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Qiaoyun Tan
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Rongrong Luo
- Department of Clinical Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Lei Zhang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Tongji Xie
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yuankai Shi
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
| | - Xiaohong Han
- Clinical Pharmacology Research Center, Peking Union Medical College Hospital, State Key Laboratory of Complex Severe and Rare Diseases, NMPA Key Laboratory for Clinical Research and Evaluation of Drug, Beijing Key Laboratory of Clinical PK and PD Investigation for Innovative Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, No.1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China.
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9
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Visweswaran M, Cunningham CW, Sidhu KS. Isolation and Characterisation of an Adipose-derived human mesenchymal stem cell line - ' CKC-Endeavour-1'. J Stem Cells Regen Med 2022; 18:2-10. [PMID: 36003657 DOI: 10.46582/jsrm.1801002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 12/19/2021] [Indexed: 11/19/2022]
Abstract
Mesenchymal stem cells derived from adipose tissue (ADMSCs) are being increasingly considered in regenerative medicine-based clinical applications. Apart from possessing therapeutic applications themselves, ADMSCs also secrete a myriad of soluble factors which are promising candidates for treating several degenerative diseases such as osteoarthritis and neurodegenerative diseases, wound repair as well as for cosmeceutical purposes. In our research study, we successfully isolated ADMSCs in-house, now called CKC-Endeavour-1 from the lipoaspirate sample of a patient who underwent liposuction. The subsequent expansion of cells was performed in xeno-free and serum-free conditions and their characterisation was performed using tri-lineage differentiation studies. The levels of differentiation were assessed by staining and gene expression which was observed to be comparable between the in-house developed ADMSC cell line and the commercially purchased ADMSCs. Following characterisation, the secretory components from these MSCs, namely, conditioned media (ADMSC-CM) and exosomes (ADMSC-EXO) were harvested from CKC-Endeavour-1 under xeno-free, serum-free, and supplement-free conditions followed by lyophilisation in order to attempt to prolong its shelf-life. The comprehensive analysis of the secretome profile of ADMSC-CM using carried out using cytokine array and demonstrated the presence of 105 cytokines and growth factors. Also, clinical grade Izon columns were used to isolate the exosomes from ADMSC-CM obtaining exosomes in the size range of <200nm, analysed using nanoparticle tracking analysis. Overall, our study developed an ADMSC cell line, CKC-Endeavour-1, along with their CM and exosome (EXO) products under clinically safe conditions. Additionally, we have obtained a comprehensive understanding of the secreted factors present in the ADMSC-CM which could be further explored in detail to tap the best therapeutic benefits from them.
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Alganem K, Hamoud AR, Creeden JF, Henkel ND, Imami AS, Joyce AW, Ryan V WG, Rethman JB, Shukla R, O'Donovan SM, Meller J, McCullumsmith R. The active kinome: The modern view of how active protein kinase networks fit in biological research. Curr Opin Pharmacol 2022; 62:117-129. [PMID: 34968947 PMCID: PMC9438800 DOI: 10.1016/j.coph.2021.11.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 10/21/2021] [Accepted: 11/12/2021] [Indexed: 02/03/2023]
Abstract
Biological regulatory networks are dynamic, intertwined, and complex systems making them challenging to study. While quantitative measurements of transcripts and proteins are key to investigate the state of a biological system, they do not inform the "active" state of regulatory networks. In consideration of that fact, "functional" proteomics assessments are needed to decipher active regulatory processes. Phosphorylation, a key post-translation modification, is a reversible regulatory mechanism that controls the functional state of proteins. Recent advancements of high-throughput protein kinase activity profiling platforms allow for a broad assessment of protein kinase networks in complex biological systems. In conjunction with sophisticated computational modeling techniques, these profiling platforms provide datasets that inform the active state of regulatory systems in disease models and highlight potential drug targets. Taken together, system-wide profiling of protein kinase activity has become a critical component of modern molecular biology research and presents a promising avenue for drug discovery.
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Affiliation(s)
- Khaled Alganem
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Abdul-Rizaq Hamoud
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Justin F Creeden
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Nicholas D Henkel
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Ali S Imami
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Alex W Joyce
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - William G Ryan V
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Jacob B Rethman
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Rammohan Shukla
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Sinead M O'Donovan
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Jarek Meller
- Department of Biomedical Informatics, University of Cincinnati, Cincinnati, OH, USA; Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Division of Biostatistics and Bioinformatics, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH, USA; Department of Pharmacology and System Biology, College of Medicine, University of Cincinnati, Cincinnati, OH, USA; Department of Electrical Engineering and Computer Science, College of Engineering and Applied Sciences, University of Cincinnati, Cincinnati, OH, USA
| | - Robert McCullumsmith
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA; Neurosciences Institute, ProMedica, Toledo, OH, USA.
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11
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Shi QP, Wang X, Liu ZX, Zhang JJ, Wang ZY. Autoantibody Signatures as a Biomarker Panel for the Detection of Nasopharyngeal Carcinoma. Arch Med Res 2021; 52:620-626. [PMID: 33653596 DOI: 10.1016/j.arcmed.2021.02.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 02/01/2021] [Accepted: 02/11/2021] [Indexed: 02/05/2023]
Abstract
OBJECTIVE The early symptoms of nasopharyngeal carcinoma (NPC) are not obvious, and it is difficult to make early diagnosis. A case-control study was conducted to identify potential biomarkers and established a diagnosis model for nasopharyngeal carcinoma. METHODS Plasma samples of 131 cases of NPC and 132 cases of healthy individuals were incubated with the Ray Biotech Human Lung Cancer IgG Autoantibody Detection Array G1, and signal values were used to develop a risk prediction model for NPC diagnosis. RESULTS Of the 30 autoantibodies, high expression of MAGE-A4, NY-ESO-1, HuD, Survivin, IMDH2, Ubiquilin-1, IMP1, PGP9.5, IMP3, C-Myc and low expression of Cyclin B1 were potential biomarkers for NPC diagnosis (p <0.05), among which Survivin, MAGE-A4 and IMP3 shows higher AUC of 0.674, 0.652 and 0.650 respectively, the specificity of them was 89.39% (95% CI: 82.85-94.08%), 90.15% (95% CI: 83.75-94.65%) and 88.64% (81.95-93.50%).The risk probability analysis for NPC diagnosis based on the panel of Cyclin B1, NY-ESO-1, Survivin, and IMP3 displayed the best diagnosis performance with an AUC of 0.779, p (Yi = 1) = 1/(1+EXP[8.316+1.672*CyclinB1-1.152*NY-ESO-1-2.052*Survivin-0.950*IMP3]), the specificity of that was 86.36% (95% CI: 79.31-91.71%). CONCLUSIONS Our findings demonstrated that the panel of Cyclin B1, NY-ESO-1, Survivin, and IMP3 has a good performance in the detection of NPC, and all 11 autoantibodies may also have a certain significance for the prognosis of NPC.
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Affiliation(s)
- Qian-Ping Shi
- Key Laboratory of Molecular Biology in High Cancer Incidence Coastal Chaoshan Area of Guangdong Higher Education Institutes, Shantou University Medical College, Shantou, Guangdong, China; Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China; Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou, Guangdong, China
| | - Xuan Wang
- Key Laboratory of Molecular Biology in High Cancer Incidence Coastal Chaoshan Area of Guangdong Higher Education Institutes, Shantou University Medical College, Shantou, Guangdong, China; Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou, Guangdong, China
| | - Zhi-Xi Liu
- Key Laboratory of Molecular Biology in High Cancer Incidence Coastal Chaoshan Area of Guangdong Higher Education Institutes, Shantou University Medical College, Shantou, Guangdong, China; Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China; Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou, Guangdong, China
| | - Jian-Jun Zhang
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China.
| | - Zhao-Yang Wang
- Department of Radiation Oncology, Shenzhen People's Hospital, Second Clinical Medicine College of Jinan University, Shenzhen, Guangdong, China.
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12
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Olaya-Abril A, Rodríguez-Ortega MJ. Glass Slide-Printed Protein Arrays as a Platform to Discover Serodiagnostic Antigens Against Bacterial Infections. Methods Mol Biol 2021; 2344:151-161. [PMID: 34115358 DOI: 10.1007/978-1-0716-1562-1_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Infectious diseases represent a major cause of morbidity and mortality worldwide. Early detection of infections is capital for managing life-threatening cases. So far, traditional diagnostic methods such as microbiological cultures are slow and, sometimes, inaccurate. In the molecular era, high-throughput techniques are essential for providing tools that are able to diagnose in a fast and reliable way, as well as they can be used for monitoring the humoral response of groups of people in a program of epidemiological surveillance when an outbreak occurs, or when a vaccine is being evaluated. Antigen-based protein microarrays are an ideal means for these purposes, as they can carry up to thousands of protein antigens from pathogenic sources and be probed with sera from different human groups (acute or chronic infected people, convalescent, controls). For the diagnosis of bacterial infections, the best antigens are in principle the surface proteins, as they have the highest chances to raise an effective immune response. Here we describe a general protocol for fabricating a glass slide-based protein microarray using recombinant bacterial surface antigens, according to our own expertise in the study of pneumococcal disease. The probing with human sera aims to evaluate differences between diseased and healthy people, in order to discover discriminating antigens that can be used, after appropriate validation, in further easy-to-use formats such as immunostrips.
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Affiliation(s)
- Alfonso Olaya-Abril
- Departamento de Bioquímica y Biología Molecular, Edificio "Severo Ochoa" Planta Baja, Campus de Rabanales, Universidad de Córdoba, Córdoba, Spain
- Campus de Excelencia Internacional CeiA3, Córdoba, Spain
| | - Manuel J Rodríguez-Ortega
- Departamento de Bioquímica y Biología Molecular, Edificio "Severo Ochoa" Planta Baja, Campus de Rabanales, Universidad de Córdoba, Córdoba, Spain.
- Campus de Excelencia Internacional CeiA3, Córdoba, Spain.
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13
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Zhang S, Liu Y, Chen J, Shu H, Shen S, Li Y, Lu X, Cao X, Dong L, Shi J, Cao Y, Wang X, Zhou J, Liu Y, Chen L, Fan J, Ding G, Gao Q. Autoantibody signature in hepatocellular carcinoma using seromics. J Hematol Oncol 2020; 13:85. [PMID: 32616055 PMCID: PMC7330948 DOI: 10.1186/s13045-020-00918-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 06/16/2020] [Indexed: 02/07/2023] Open
Abstract
Background Alpha-fetoprotein (AFP) is a widely used biomarker for hepatocellular carcinoma (HCC) early detection. However, low sensitivity and false negativity of AFP raise the requirement of more effective early diagnostic approaches for HCC. Methods We employed a three-phase strategy to identify serum autoantibody (AAb) signature for HCC early diagnosis using protein array-based approach. A total of 1253 serum samples from HCC, liver cirrhosis, and healthy controls were prospectively collected from three liver cancer centers in China. The Human Proteome Microarray, comprising 21,154 unique proteins, was first applied to identify AAb candidates in discovery phase (n = 100) and to further fabricate HCC-focused arrays. Then, an artificial neural network (ANN) model was used to discover AAbs for HCC detection in a test phase (n = 576) and a validation phase (n = 577), respectively. Results Using HCC-focused array, we identified and validated a novel 7-AAb panel containing CIAPIN1, EGFR, MAS1, SLC44A3, ASAH1, UBL7, and ZNF428 for effective HCC detection. The ANN model of this panel showed improvement of sensitivity (61.6–77.7%) compared to AFP (cutoff 400 ng/mL, 28.4–30.7%). Notably, it was able to detect AFP-negative HCC with AUC values of 0.841–0.948. For early-stage HCC (BCLC 0/A) detection, it outperformed AFP (cutoff 400 ng/mL) with approximately 10% increase in AUC. Conclusions The 7-AAb panel provides potentially clinical value for non-invasive early detection of HCC, and brings new clues on understanding the immune response against hepatocarcinogenesis.
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Affiliation(s)
- Shu Zhang
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China
| | - Yuming Liu
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China
| | - Jing Chen
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, 200438, China
| | - Hong Shu
- Department of Clinical Laboratory, Cancer Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Siyun Shen
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, 200438, China
| | - Yin Li
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Xinyuan Lu
- The Department of Pathology, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, 200438, China
| | - Xinyi Cao
- Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Liangqing Dong
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China
| | - Jieyi Shi
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China
| | - Ya Cao
- Key Laboratory of Carcinogenesis and Invasion, Chinese Ministry of Education, Xiangya Hospital and Cancer Research Institute, Xiangya School of Medicine, Central South University, Changsha, 410078, China
| | - Xiaoying Wang
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China
| | - Jian Zhou
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China
| | - Yinkun Liu
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China.,Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Lei Chen
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, 200438, China
| | - Jia Fan
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China.,Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Guangyu Ding
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China.
| | - Qiang Gao
- Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, 200032, China. .,Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, China.
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14
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Abstract
Protein microarrays are crucial tools in the study of proteins in an unbiased, high-throughput manner, as they allow for characterization of up to thousands of individually purified proteins in parallel. The adaptability of this technology has enabled its use in a wide variety of applications, including the study of proteome-wide molecular interactions, analysis of post-translational modifications, identification of novel drug targets, and examination of pathogen-host interactions. In addition, the technology has also been shown to be useful in profiling antibody specificity, as well as in the discovery of novel biomarkers, especially for autoimmune diseases and cancers. In this review, we will summarize the developments that have been made in protein microarray technology in both in basic and translational research over the past decade. We will also introduce a novel membrane protein array, the GPCR-VirD array, and discuss the future directions of functional protein microarrays.
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Affiliation(s)
- Guan-Da Syu
- Department of Biotechnology and Bioindustry Sciences, National Cheng Kung University, Tainan 701, Taiwan R.O.C..
| | - Jessica Dunn
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205
| | - Heng Zhu
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205; Center for High-Throughput Biology, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205; Viral Oncology Program, Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231.
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15
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Chen IL, Todd I, Tighe PJ, Fairclough LC. Electronic cigarette vapour moderately stimulates pro-inflammatory signalling pathways and interleukin-6 production by human monocyte-derived dendritic cells. Arch Toxicol 2020; 94:2097-112. [PMID: 32372213 DOI: 10.1007/s00204-020-02757-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 04/21/2020] [Indexed: 12/11/2022]
Abstract
Dendritic cells (DCs) are professional antigen presenting cells that play a critical role in bridging innate and adaptive immunity. Numerous studies have shown that tobacco constituents present in conventional cigarettes affect the phenotype and function of DCs; however, no studies have examined the effects of vapour from E-cigarettes on human DCs. Here, the effects of E-cigarette vapour extract (ECVE) on the phenotype and function of DCs were investigated by creating an in vitro cell culture model using human monocyte-derived DCs (MoDCs). Immature DCs were generated from peripheral blood monocytes and mature DCs were then produced by treatment with LPS or Poly I:C for 24 h. For LPS-matured DCs, 3% ECVE treatment slightly suppressed HLA-DR and CD86 expression, whereas 1% ECVE treatment enhanced IL-6 production. The overall expression of 29 signalling molecules and other cytoplasmic proteins (mainly associated with DC activation) was significantly upregulated in immature DCs by 1% ECVE, and in LPS-treated DCs by 3% ECVE. In particular, the condition that induced IL-6 production also upregulated MAPK pathway activation. These findings indicate that E-cigarette vapour moderately affects human DCs, but the effects are less pronounced than those reported for tobacco smoke.
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16
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Waltari E, Carabajal E, Sanyal M, Friedland N, McCutcheon KM. Adaption of a conventional ELISA to a 96-well ELISA-Array for measuring the antibody responses to influenza virus proteins and vaccines. J Immunol Methods 2020; 481-482:112789. [PMID: 32380014 DOI: 10.1016/j.jim.2020.112789] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 04/12/2020] [Indexed: 12/18/2022]
Abstract
We describe an adaptation of conventional ELISA methods to an ELISA-Array format using non-contact Piezo printing of up to 30 spots of purified recombinant viral fusion proteins and vaccine on 96 well high-protein binding plates. Antigens were printed in 1 nanoliter volumes of protein stabilizing buffer using as little as 0.25 nanograms of protein, 2000-fold less than conventional ELISA. The performance of the ELISA-Array was demonstrated by serially diluting n = 9 human post-flu vaccination plasma samples starting at a 1/1000 dilution and measuring binding to the array of Influenza antigens. Plasma polyclonal antibody levels were detected using a cocktail of biotinylated anti-human kappa and lambda light chain antibodies, followed by a Streptavidin-horseradish peroxidase conjugate and the dose-dependent signal was developed with a precipitable TMB substrate. Intra- and inter-assay precision of absorbance units among the eight donor samples showed mean CVs of 4.8% and 10.8%, respectively. The plasma could be differentiated by donor and antigen with titer sensitivities ranging from 1 × 103 to 4 × 106, IC50 values from 1 × 104 to 9 × 106, and monoclonal antibody sensitivities in the ng/mL range. Equivalent sensitivities of ELISA versus ELISA-Array, compared using plasma and an H1N1 HA trimer, were achieved on the ELISA-Array printed at 0.25 ng per 200um spot and 1000 ng per ELISA 96-well. Vacuum-sealed array plates were shown to be stable when stored for at least 2 days at ambient temperature and up to 1 month at 4-8 °C. By the use of any set of printed antigens and analyte matrices the methods of this multiplexed ELISA-Array format can be broadly applied in translational research.
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Affiliation(s)
| | | | - Mrinmoy Sanyal
- Stanford ChEM-H and Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Natalia Friedland
- Stanford ChEM-H and Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
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17
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Eto A, Fujita M, Nishiyama Y, Saito T, Molina DM, Morikawa S, Saijo M, Shinmura Y, Kanatani Y. Profiling of the antibody response to attenuated LC16m8 smallpox vaccine using protein array analysis. Vaccine 2019; 37:6588-6593. [PMID: 31540810 DOI: 10.1016/j.vaccine.2019.09.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 08/15/2019] [Accepted: 09/02/2019] [Indexed: 11/18/2022]
Abstract
Concerns about bioterrorism and outbreaks of zoonotic orthopoxvirus require safe and efficacious smallpox vaccines. We previously reported the clinical efficacy and safety profiles of LC16m8, a live, attenuated, cell culture-derived, smallpox vaccine, examined in over 3000 healthy Japanese adults with various vaccination histories. In this study, serum of approximately 200 subjects pre and post LC16m8 vaccination were subjected to a vaccinia virus-specific protein array to evaluate the proteome-wide immunogenicity. The relationships between antigen-specific antibodies and plaque reduction neutralization titers were analyzed. LC16m8 induced antibodies to multiple vaccinia antigens in primary-vaccinated individuals and yielded effective booster responses in previously vaccinated individuals, demonstrating similar antibody profiles to those reported for other vaccinia virus strains. Several immunodominant antigens were indicated to be important for neutralization of the intracellular mature virion. The similarity of antibody profiles between LC16m8 and other smallpox vaccine strains supports the immunogenicity and protective efficacy of LC16m8.
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Affiliation(s)
- Akiko Eto
- Department of Health Crisis Management, National Institute of Public Health, 2-3-6 Minami, Wako-shi, Saitama 351-0197, Japan
| | - Masanori Fujita
- Division of Environmental Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa-shi, Saitama 359-8513, Japan
| | - Yasumasa Nishiyama
- Health Care Center, Japan Self-Defense Forces Central Hospital, 1-2-24 Ikeziri, Setagaya-ku, Tokyo 154-8532, Japan
| | - Tomoya Saito
- Department of Health Crisis Management, National Institute of Public Health, 2-3-6 Minami, Wako-shi, Saitama 351-0197, Japan
| | | | - Shigeru Morikawa
- Department of Veterinary Science, National Institute of Infectious Diseases, Toyama 1-23-1, Shinjuku-ku, Tokyo 162-8640, Japan
| | - Masayuki Saijo
- Department of Virology I, National Institute of Infectious Diseases, Toyama 1-23-1, Shinjuku-ku, Tokyo 162-8640, Japan
| | | | - Yasuhiro Kanatani
- Department of Health Crisis Management, National Institute of Public Health, 2-3-6 Minami, Wako-shi, Saitama 351-0197, Japan.
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18
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Faik A, Held M. Review: Plant cell wall biochemical omics: The high-throughput biochemistry for polysaccharide biosynthesis. Plant Sci 2019; 286:49-56. [PMID: 31300141 DOI: 10.1016/j.plantsci.2019.04.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 04/17/2019] [Accepted: 04/29/2019] [Indexed: 06/10/2023]
Abstract
Progress in the functional biochemical analysis of plant glycosyltransferases (GTs) has been slow because plant GTs are generally membrane proteins, operate as part of larger, multimeric complexes, and utilize a vast complexity of substrate acceptors. Therefore, the field would benefit from development of adequate high throughput expression as well as product detection and characterization techniques. Here we review current approaches to tackle such obstacles and suggest a new path forward: nucleic acid programmable protein arrays (NAPPA) with liquid sample desorption ionization (LS-DESI-MS) mass spectrometry. NAPPA utilizes in vitro transcription and translation to produce epitope-tagged fusion proteins from cloned GT cDNAs. LS-DESI is a soft ionization technique that allows rapid and sensitive MS-based product characterization in situ. Coupling both approaches provides the opportunity to examine individual GT functions as well as protein-protein interactions. Furthermore, advances in automated oligosaccharide synthesis and lipid nanodisc technology should allow testing of plant GT activity in presence of numerous substrate acceptors and lipid environments in a high throughput fashion. Thus, NAPPA-DESI-MS has great potential to make headway in biochemical characterization of the large number of plant GTs.
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Affiliation(s)
- Ahmed Faik
- Environmental and Plant Biology Department, Athens 45701, USA; Molecular and Cellular Biology Program, Ohio University, Athens 45701, USA.
| | - Michael Held
- Chemistry and Biochemistry Department, Athens 45701, USA; Molecular and Cellular Biology Program, Ohio University, Athens 45701, USA
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19
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Song G, Chen L, Zhang B, Song Q, Yu Y, Moore C, Wang TL, Shih IM, Zhang H, Chan DW, Zhang Z, Zhu H. Proteome-wide Tyrosine Phosphorylation Analysis Reveals Dysregulated Signaling Pathways in Ovarian Tumors. Mol Cell Proteomics 2019; 18:448-460. [PMID: 30523211 PMCID: PMC6398206 DOI: 10.1074/mcp.ra118.000851] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 09/20/2018] [Indexed: 11/06/2022] Open
Abstract
The recent accomplishment of comprehensive proteogenomic analysis of high-grade serous ovarian carcinoma (HGSOC) tissues reveals cancer associated molecular alterations were not limited to variations among DNA, and mRNA/protein expression, but are a result of complex reprogramming of signaling pathways/networks mediated by the protein and post-translational modification (PTM) interactomes. A systematic, multiplexed approach interrogating enzyme-substrate relationships in the context of PTMs is fundamental in understanding the dynamics of these pathways, regulation of cellular processes, and their roles in disease processes. Here, as part of Clinical Proteomic Tumor Analysis Consortium (CPTAC) project, we established a multiplexed PTM assay (tyrosine phosphorylation, and lysine acetylation, ubiquitylation and SUMOylation) method to identify protein probes' PTMs on the human proteome array. Further, we focused on the tyrosine phosphorylation and identified 19 kinases are potentially responsible for the dysregulated signaling pathways observed in HGSOC. Additionally, elevated kinase activity was observed when 14 ovarian cancer cell lines or tumor tissues were subjected to test the autophosphorylation status of PTK2 (pY397) and PTK2B (pY402) as a proxy for kinase activity. Taken together, this report demonstrates that PTM signatures based on lysate reactions on human proteome array is a powerful, unbiased approach to identify dysregulated PTM pathways in tumors.
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Affiliation(s)
- Guang Song
- From the ‡Department of Pharmacology & Molecular Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland 21205
| | - Li Chen
- §Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231
| | - Bai Zhang
- §Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231
| | - Qifeng Song
- From the ‡Department of Pharmacology & Molecular Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland 21205
| | - Yu Yu
- §Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231
| | - Cedric Moore
- From the ‡Department of Pharmacology & Molecular Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland 21205
| | - Tian-Li Wang
- §Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231
- ¶Department of Gynecology and Obstetrics, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231
| | - Ie-Ming Shih
- ¶Department of Gynecology and Obstetrics, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231
| | - Hui Zhang
- §Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231
| | - Daniel W Chan
- §Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231
| | - Zhen Zhang
- §Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland 21231;
| | - Heng Zhu
- From the ‡Department of Pharmacology & Molecular Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland 21205;
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20
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González-Morales A, Lachén-Montes M, Fernández-Irigoyen J, Santamaría E. Monitoring the Cerebrospinal Fluid Cytokine Profile Using Membrane-Based Antibody Arrays. Methods Mol Biol 2019; 2044:233-246. [PMID: 31432416 DOI: 10.1007/978-1-4939-9706-0_14] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The brain is the most complex organ of the human body, and the study of the different diseases and injuries that affect it is far behind the ones that affect other organs. Some of these pathologies such as neurodegenerative diseases, physical injuries, and cancer present an important alteration in its inflammatory component, which affects their outcome in a positive or negative way. For this reason, it is important to characterize the joint expression of the cytokines and growth factors (GF) that are part of this inflammatory component. The cerebrospinal fluid (CSF) is in direct contact with the brain and spinal cord, being the best biofluid to study the cytokine and GF secretion patterns of these conditions. Currently, the proteomic workflows based on mass spectrometry (MS) are unable to easily detect these proteins in CSF. In this chapter, we describe a method based on cytokine membrane arrays to characterize, in a straightforward way, the secretion profile of different cytokines and GF at once in CSF.
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Affiliation(s)
- Andrea González-Morales
- Proteomics Unit, Clinical Neuroproteomics Laboratory, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdiSNA, Proteored-ISCIII, Pamplona, Spain
| | - Mercedes Lachén-Montes
- Proteomics Unit, Clinical Neuroproteomics Laboratory, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdiSNA, Proteored-ISCIII, Pamplona, Spain
| | - Joaquín Fernández-Irigoyen
- Proteomics Unit, Clinical Neuroproteomics Laboratory, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdiSNA, Proteored-ISCIII, Pamplona, Spain
| | - Enrique Santamaría
- Proteomics Unit, Clinical Neuroproteomics Laboratory, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdiSNA, Proteored-ISCIII, Pamplona, Spain.
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Wei R, Kaneko T, Liu X, Liu H, Li L, Voss C, Liu E, He N, Li SSC. Interactome Mapping Uncovers a General Role for Numb in Protein Kinase Regulation. Mol Cell Proteomics 2018; 17:2216-2228. [PMID: 29217616 PMCID: PMC6210222 DOI: 10.1074/mcp.ra117.000114] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 12/04/2017] [Indexed: 12/24/2022] Open
Abstract
Cellular functions are frequently regulated by protein-protein interactions involving the binding of a modular domain in one protein to a specific peptide sequence in another. This mechanism may be explored to identify binding partners for proteins harboring a peptide-recognition domain. Here we report a proteomic strategy combining peptide and protein microarray screening with biochemical and cellular assays to identify modular domain-mediated protein-protein interactions in a systematic manner. We applied this strategy to Numb, a multi-functional protein containing a phosphotyrosine-binding (PTB) domain. Through the screening of a protein microarray, we identified >100 protein kinases, including both Tyr and Ser/Thr kinases, that could potentially interact with the Numb PTB domain, suggesting a general role for Numb in regulating kinase function. The putative interactions between Numb and several tyrosine kinases were subsequently validated by GST pull-down and/or co-immunoprecipitation assays. Furthermore, using the Oriented Peptide Array Library approach, we defined the specificity of the Numb PTB domain which, in turn, allowed us to predict binding partners for Numb at the genome level. The combination of the protein microarray screening with computer-aided prediction produced the most expansive interactome for Numb to date, implicating Numb in regulating phosphorylation signaling through protein kinases and phosphatases. Not only does the data generated from this study provide an important resource for hypothesis-driven research to further define the function of Numb, the proteomic strategy described herein may be employed to uncover the interactome for other peptide-recognition domains whose consensus motifs are known or can be determined.
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Affiliation(s)
- Ran Wei
- From the ‡Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario N6A 5C1, Canada
| | - Tomonori Kaneko
- From the ‡Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario N6A 5C1, Canada
| | - Xuguang Liu
- From the ‡Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario N6A 5C1, Canada
| | - Huadong Liu
- From the ‡Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario N6A 5C1, Canada
- §Center for Mitochondrial Biology and Medicine, The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, Shanxi, China
| | - Lei Li
- From the ‡Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario N6A 5C1, Canada
- ¶School of Basic Medical Sciences, Qingdao University, Qingdao 266021, Shangdong, China
- ‖College of Pharmacy, Qingdao University, Qingdao 26601, Shangdong, China
| | - Courtney Voss
- From the ‡Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario N6A 5C1, Canada
| | - Eric Liu
- From the ‡Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario N6A 5C1, Canada
| | - Ningning He
- ¶School of Basic Medical Sciences, Qingdao University, Qingdao 266021, Shangdong, China
- ‖College of Pharmacy, Qingdao University, Qingdao 26601, Shangdong, China
| | - Shawn S-C Li
- From the ‡Department of Biochemistry and the Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario N6A 5C1, Canada;
- **Department of Oncology and Child Health Research Institute, Western University
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22
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Woodruff K, Maerkl SJ. Microfluidic Transfection for High-Throughput Mammalian Protein Expression. Methods Mol Biol 2018; 1850:189-208. [PMID: 30242688 DOI: 10.1007/978-1-4939-8730-6_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Mammalian synthetic biology and cell biology would greatly benefit from improved methods for highly parallel transfection, culturing, and interrogation of mammalian cells. Transfection is routinely performed on high-throughput microarrays, but this setup requires manual cell culturing and precludes precise control over the cell environment. As an alternative, microfluidic transfection devices streamline cell loading and culturing. Up to 280 transfections can be implemented on the chip at high efficiency. The culturing environment is tightly regulated and chambers physically separate the transfection reactions, preventing cross-contamination. Unlike typical biological assays that rely on end-point measurements, the microfluidic chip can be integrated with high-content imaging, enabling the evaluation of cellular behavior and protein expression dynamics over time.
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23
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Alkhattabi N, Todd I, Negm O, Tighe PJ, Fairclough LC. Tobacco smoke and nicotine suppress expression of activating signaling molecules in human dendritic cells. Toxicol Lett 2018; 299:40-6. [PMID: 30227238 DOI: 10.1016/j.toxlet.2018.09.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 08/10/2018] [Accepted: 09/11/2018] [Indexed: 12/26/2022]
Abstract
Cigarette smoke has significant toxic effects on the immune system, and increases the risk of developing autoimmune diseases; one immunosuppressive effect of cigarette smoke is that it inhibits the T cell-stimulating, immunogenic properties of myeloid dendritic cells (DCs). As the functions of DCs are regulated by intra-cellular signaling pathways, we investigated the effects of cigarette smoke extract (CSE) and nicotine on multiple signaling molecules and other regulatory proteins in human DCs to elucidate the molecular basis of the inhibition of DC maturation and function by CSE and nicotine. Maturation of monocyte-derived DCs was induced with the TLR3-agonist poly I:C or with the TLR4-agonist lipopolysaccharide, in the absence or presence of CSE or nicotine. Reverse-phase protein microarray was used to quantify multiple signaling molecules and other proteins in cell lysates. Particularly in poly I:C-matured DCs, cigarette smoke constituents and nicotine suppressed the expression of signaling molecules associated with DC maturation and T cell stimulation, cell survival and cell migration. In conclusion, constituents of tobacco smoke suppress the immunogenic potential of DCs at the signaling pathway level.
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24
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Hsu TY, Lin JM, Nguyen MHT, Chung FH, Tsai CC, Cheng HH, Lai YJ, Hung HN, Chen CS. Antigen Analysis of Pre-Eclamptic Plasma Antibodies Using Escherichia Coli Proteome Chips. Mol Cell Proteomics 2018; 17:1457-1469. [PMID: 29284593 PMCID: PMC6072543 DOI: 10.1074/mcp.ra117.000139] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 12/13/2017] [Indexed: 12/19/2022] Open
Abstract
Pre-eclampsia is one of the main causes of perinatal mortality and morbidity. Many biomarkers for diagnosing pre-eclampsia have been found but most have low accuracy. Therefore, a potential marker that can detect pre-eclampsia with high accuracy is required. Infection has been reported as a cause of pre-eclampsia. In recent years, protein microarray chips have been recognized as a strong and robust tool for profiling antibodies for infection diagnoses. The purpose of the present study was to profile antibodies in the human plasma of healthy and pre-eclamptic pregnancies to identify suitable biomarkers. In this study, an Escherichia coli chip was probed with samples from 29 individuals (16 pre-eclamptic women and 13 healthy pregnant women) to profile plasma antibodies. Bioinformatics tools were used to analyze the results, discover conserved motifs, compare against the entire human proteome, and perform protein functional analysis. An antibody classifier was identified using k-top scoring pairs and additional samples for a blinded test were collected. The findings indicated that compared with the healthy women, the pre-eclamptic women exhibited 108 and 130 differentially immunogenic proteins against human immunoglobulins G and M, respectively. In addition, pre-eclamptic women developed more immunoglobulin G but less immunoglobulin M against bacterial surface proteins compared with healthy women. The k-top scoring pairs identified five pairs of immunogenic proteins as classifiers with a high accuracy of 90% in the blind test. [AG] [ISV] GV [AE] L [LF] and [IV] [IV] RI [AG] [AD] E were the consensus motifs observed in immunogenic proteins in the immunoglobulin G and immunoglobulin M of pre-eclamptic women, respectively, whereas GA [AG] [AL] L [LF] and [SRY] [IQML] [ILV] [ILV] [ACG] GI [GH] [AEF] [AK] [ATY] [RG] N [IV] were observed in the immunoglobulins G and immunoglobulin M of healthy women, respectively.
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Affiliation(s)
- Te-Yao Hsu
- From the ‡Department of Obstetrics and Gynecology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan;
| | - Jyun-Mu Lin
- §Graduate Institute of Systems Biology and Bioinformatics, National Central University, Jhongli 32001, Taiwan
- ¶Department of Biomedical Science and Engineering, National Central University, Jhongli 32001, Taiwan
| | - Mai-Huong T Nguyen
- §Graduate Institute of Systems Biology and Bioinformatics, National Central University, Jhongli 32001, Taiwan
- ¶Department of Biomedical Science and Engineering, National Central University, Jhongli 32001, Taiwan
| | - Feng-Hsiang Chung
- §Graduate Institute of Systems Biology and Bioinformatics, National Central University, Jhongli 32001, Taiwan
- ¶Department of Biomedical Science and Engineering, National Central University, Jhongli 32001, Taiwan
| | - Ching-Chang Tsai
- From the ‡Department of Obstetrics and Gynecology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hsin-Hsin Cheng
- From the ‡Department of Obstetrics and Gynecology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yun-Ju Lai
- From the ‡Department of Obstetrics and Gynecology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hsuan-Ning Hung
- From the ‡Department of Obstetrics and Gynecology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chien-Sheng Chen
- §Graduate Institute of Systems Biology and Bioinformatics, National Central University, Jhongli 32001, Taiwan;
- ¶Department of Biomedical Science and Engineering, National Central University, Jhongli 32001, Taiwan
- ‖Department of Food Safety/Hygiene and Risk Management, College of Medicine, National Cheng Kung University, Tainan City 704, Taiwan
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25
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Zhao W, Li J, Akbani R, Liang H, Mills GB. Credentialing Individual Samples for Proteogenomic Analysis. Mol Cell Proteomics 2018; 17:1515-1530. [PMID: 29716986 DOI: 10.1074/mcp.ra118.000645] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 03/29/2018] [Indexed: 12/31/2022] Open
Abstract
An integrated analysis of DNA, RNA and protein, so called proteogenomic studies, has the potential to greatly increase our understanding of both normal physiology and disease development. However, such studies are challenged by a lack of a systematic approach to credential individual samples resulting in the introduction of noise into the system that limits the ability to identify important biological signals. Indeed, a recent proteogenomic CPTAC study identified 26% of samples as unsatisfactory, resulting in a marked increase in cost and loss of information content. Based on a large-scale analysis of RNA-seq and proteomic data generated by reverse phase protein arrays (RPPA) and by mass spectrometry, we propose a protein-mRNA correlation-based (PMC) score as a robust metric to credential single samples for integrated proteogenomic studies. Samples with high PMC scores have significantly higher protein-mRNA correlation, total protein content and tumor purity. Our results highlight the importance of credentialing individual samples prior to proteogenomic analysis.
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Affiliation(s)
- Wei Zhao
- From the ‡Department of Systems Biology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030;
| | - Jun Li
- §Department of Bioinformatics and Computational Biology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030
| | - Rehan Akbani
- §Department of Bioinformatics and Computational Biology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030
| | - Han Liang
- §Department of Bioinformatics and Computational Biology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030
| | - Gordon B Mills
- From the ‡Department of Systems Biology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030
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26
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Lamminmäki U, Batra G, Saviranta P. Array-In-Well Epitope Mapping of Phage-Displayed Antibodies. Methods Mol Biol 2018; 1785:129-40. [PMID: 29714016 DOI: 10.1007/978-1-4939-7841-0_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Novel affinity reagents, such as single chain (scFv) antibody fragments, can be generated by isolating them from recombinant protein libraries using phage display selection. A successful selection process against a target protein can produce a number of binder candidates among which the desired binders are identified by screening and characterization of individual clones. Obtaining information on the binding properties, such as the binding epitope, already during the screening step helps to choose the most useful candidates for further development at early phase saving time and resources. To this end, we describe here an Array-in-Well-based screening procedure to perform activity testing and epitope mapping for filamentous phage-displayed scFvs in an integrated manner with a single assay.
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27
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Lee J, Geiss GK, Demirkan G, Vellano CP, Filanoski B, Lu Y, Ju Z, Yu S, Guo H, Bogatzki LY, Carter W, Meredith RK, Krishnamurthy S, Ding Z, Beechem JM, Mills GB. Implementation of a Multiplex and Quantitative Proteomics Platform for Assessing Protein Lysates Using DNA-Barcoded Antibodies. Mol Cell Proteomics 2018. [PMID: 29531020 DOI: 10.1074/mcp.ra117.000291] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Molecular analysis of tumors forms the basis for personalized cancer medicine and increasingly guides patient selection for targeted therapy. Future opportunities for personalized medicine are highlighted by the measurement of protein expression levels via immunohistochemistry, protein arrays, and other approaches; however, sample type, sample quantity, batch effects, and "time to result" are limiting factors for clinical application. Here, we present a development pipeline for a novel multiplexed DNA-labeled antibody platform which digitally quantifies protein expression from lysate samples. We implemented a rigorous validation process for each antibody and show that the platform is amenable to multiple protocols covering nitrocellulose and plate-based methods. Results are highly reproducible across technical and biological replicates, and there are no observed "batch effects" which are common for most multiplex molecular assays. Tests from basal and perturbed cancer cell lines indicate that this platform is comparable to orthogonal proteomic assays such as Reverse-Phase Protein Array, and applicable to measuring the pharmacodynamic effects of clinically-relevant cancer therapeutics. Furthermore, we demonstrate the potential clinical utility of the platform with protein profiling from breast cancer patient samples to identify molecular subtypes. Together, these findings highlight the potential of this platform for enhancing our understanding of cancer biology in a clinical translation setting.
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Affiliation(s)
- Jinho Lee
- From the ‡The University of Texas M.D. Anderson Cancer Center, Department of Systems Biology, 1300 Moursund St., Houston, Texas 77030;
| | - Gary K Geiss
- §NanoString Technologies, Inc., 530 Fairview Ave N., Seattle, Washington 98109;
| | - Gokhan Demirkan
- §NanoString Technologies, Inc., 530 Fairview Ave N., Seattle, Washington 98109
| | - Christopher P Vellano
- From the ‡The University of Texas M.D. Anderson Cancer Center, Department of Systems Biology, 1300 Moursund St., Houston, Texas 77030
| | - Brian Filanoski
- §NanoString Technologies, Inc., 530 Fairview Ave N., Seattle, Washington 98109
| | - Yiling Lu
- From the ‡The University of Texas M.D. Anderson Cancer Center, Department of Systems Biology, 1300 Moursund St., Houston, Texas 77030
| | - Zhenlin Ju
- ¶The University of Texas M.D. Anderson Cancer Center, Department of Pathology, 1515 Holcombe Blvd, Houston, Texas 77030
| | - Shuangxing Yu
- From the ‡The University of Texas M.D. Anderson Cancer Center, Department of Systems Biology, 1300 Moursund St., Houston, Texas 77030
| | - Huifang Guo
- From the ‡The University of Texas M.D. Anderson Cancer Center, Department of Systems Biology, 1300 Moursund St., Houston, Texas 77030
| | - Lisa Y Bogatzki
- §NanoString Technologies, Inc., 530 Fairview Ave N., Seattle, Washington 98109
| | - Warren Carter
- §NanoString Technologies, Inc., 530 Fairview Ave N., Seattle, Washington 98109
| | - Rhonda K Meredith
- §NanoString Technologies, Inc., 530 Fairview Ave N., Seattle, Washington 98109
| | - Savitri Krishnamurthy
- ¶The University of Texas M.D. Anderson Cancer Center, Department of Pathology, 1515 Holcombe Blvd, Houston, Texas 77030
| | - Zhiyong Ding
- From the ‡The University of Texas M.D. Anderson Cancer Center, Department of Systems Biology, 1300 Moursund St., Houston, Texas 77030
| | - Joseph M Beechem
- §NanoString Technologies, Inc., 530 Fairview Ave N., Seattle, Washington 98109
| | - Gordon B Mills
- From the ‡The University of Texas M.D. Anderson Cancer Center, Department of Systems Biology, 1300 Moursund St., Houston, Texas 77030;
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28
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Takeda H. Autoantibody Profiling Using Human Autoantigen Protein Array and AlphaScreen. Methods Mol Biol 2018; 1868:93-112. [PMID: 30244457 DOI: 10.1007/978-1-4939-8802-0_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Autoantibodies that recognize self-antigens are believed to have close relationship diseases such as autoimmune diseases, cancer, and lifestyle diseases. Analysis of autoantibodies is essential for investigating pathology mechanisms, diagnosis, and therapeutics of these diseases. We developed autoantibody profiling assay using cell-free synthesized protein array and high-throughput screening technology. Our assay system can sensitively detect interaction between recombinant antigen protein and autoantibody and efficiently analyze autoantibody profiling in patients' sera.
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29
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Charkiewicz K, Jasinska E, Goscik J, Koc-Zorawska E, Zorawski M, Kuc P, Raba G, Kluz T, Kalinka J, Sakowicz A, Laudanski P. Angiogenic factor screening in women with mild preeclampsia - New and significant proteins in plasma. Cytokine 2017; 106:125-130. [PMID: 29111087 DOI: 10.1016/j.cyto.2017.10.020] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 10/19/2017] [Accepted: 10/23/2017] [Indexed: 12/11/2022]
Abstract
INTRODUCTION The aim of this study was to analyse a panel of 60 angiogenic factors (pro-angiogenic and antiangiogenic) in the plasma of women with mild preeclampsia. MATERIALS AND METHODS We recruited 21 women between 25 and 40 weeks gestation with diagnosed mild preeclampsia into the study group and 27 healthy women with uncomplicated pregnancies of corresponding gestational age to that of the study to the control group. We used a quantitative protein macroarray method that allowed for analysis of 60 angiogenic proteins per sample simultaneously. RESULTS We showed a statistically significant increase in the concentration of 8 proteins, interferon gamma (IFN-γ), interleukin 6 (IL-6), leukaemia inhibitory factor (LIF), heparin-binding EGF-like growth factor (HB-EGF), hepatocyte growth factor (HGF), C-X-C motif chemokine 10 (IP-10), leptin and platelet-derived growth factor BB (PDGF-BB), as well as a significant decrease in the concentration of 3 proteins, vascular endothelial growth factor (VEGF), placental growth factor (PlGF) and follistatin, in the plasma of women with preeclampsia. CONCLUSION Based on our findings, it seems that protein factors may play an important role in the pathogenesis of preeclampsia, and there are many proteins that have not been studied in PE to date. There are no previous studies assessing the LIF, follistatin, HGF, HB-EGF and PDGF-BB concentrations in the plasma of women with PE; therefore, our obtained results indicate that these proteins are new factors that can play an important role in the pathomechanisms of PE.
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Affiliation(s)
- Karol Charkiewicz
- Department of Perinatology and Obstetrics, Medical University of Bialystok, Marii Sklodowskiej-Curie 24a, 15-276 Bialystok, Poland.
| | - Elwira Jasinska
- Department of Perinatology and Obstetrics, Medical University of Bialystok, Marii Sklodowskiej-Curie 24a, 15-276 Bialystok, Poland
| | - Joanna Goscik
- Faculty of Computer Science, Bialystok University of Technology, Wiejska 45A, 15-351 Bialystok, Poland
| | - Ewa Koc-Zorawska
- Department of Nephrology and Hypertension with Dialysis Unit, Medical University of Bialystok, Poland, Marii Sklodowskiej-Curie 24a, 15-276 Bialystok, Poland
| | - Marcin Zorawski
- Department of Clinical Medicine, Medical University of Bialystok, Poland, Marii Sklodowskiej-Curie 24a, 15-276 Bialystok, Poland
| | - Pawel Kuc
- Department of Perinatology and Obstetrics, Medical University of Bialystok, Marii Sklodowskiej-Curie 24a, 15-276 Bialystok, Poland
| | - Grzegorz Raba
- Institute of Obstetric and Emergency Medicine, University of Rzeszow, Żurawica, 37-710 Podkarpackie, Poland
| | - Tomasz Kluz
- Department of Obstetrics and Gynecology, Fryderyk Chopin University Hospital No 1, Faculty of Medicine, Rzeszow University, Poland
| | - Jaroslaw Kalinka
- Department of Perinatology, Medical University of Lodz, 91-429 Lodz, Poland
| | - Agata Sakowicz
- Department of Medical Biotechnology, Medical University of Lodz, 91-425 Lodz, Poland
| | - Piotr Laudanski
- Department of Perinatology and Obstetrics, Medical University of Bialystok, Marii Sklodowskiej-Curie 24a, 15-276 Bialystok, Poland.
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30
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Sakane K, Nishiguchi M, Denda M, Yamagchi F, Magari M, Kanayama N, Morishita R, Tokumitsu H. Identification and characterization of a centrosomal protein, FOR20 as a novel S100A6 target. Biochem Biophys Res Commun 2017; 491:980-5. [PMID: 28765046 DOI: 10.1016/j.bbrc.2017.07.161] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 07/28/2017] [Indexed: 11/21/2022]
Abstract
S100A6 is a Ca2+-signal transducer that interacts with numerous proteins and regulates their biochemical functions. Here we identified a centrosomal protein, FOR20 (FOP-related protein of 20 kDa) as a novel S100A6 target by screening protein microarrays carrying 19,676 recombinant GST-fused human proteins. Binding experiments revealed that S100A6 interacts with the N-terminal region (residues 1-30) of FOR20 in a Ca2+-dependent manner in vitro and in living cells. Several S100 proteins including S100A1, A2, A4, A11, B also exhibited Ca2+-dependent interactions with FOR20 as well as S100A6. We found that two distantly related centrosomal proteins, FOP and OFD1, also possess N-terminal regions with a significant sequence similarity to the putative S100A6-binding site (residues 1-30) in FOR20 and are capable of binding to S100A6 in a Ca2+-dependent manner. Taken together, these results may indicate that S100A6 interacts with FOR20 and related centrosomal proteins through a conserved N-terminal domain, suggesting a novel Ca2+-dependent regulation of centrosomal function.
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31
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Huang Y, Zhu H. Protein Array-based Approaches for Biomarker Discovery in Cancer. Genomics Proteomics Bioinformatics 2017; 15:73-81. [PMID: 28392481 DOI: 10.1016/j.gpb.2017.03.001] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Revised: 03/24/2017] [Accepted: 03/30/2017] [Indexed: 01/15/2023]
Abstract
Biomarkers are deemed to be potential tools in early diagnosis, therapeutic monitoring, and prognosis evaluation for cancer, with simplicity as well as economic advantages compared with computed tomography and biopsy. However, most of the current cancer biomarkers present insufficient sensitivity as well as specificity. Therefore, there is urgent requirement for the discovery of biomarkers for cancer. As one of the most exciting emerging technologies, protein array provides a versatile and robust platform in cancer proteomics research because it shows tremendous advantages of miniaturized features, high throughput, and sensitive detections in last decades. Here, we will present a relatively complete picture on the characteristics and advance of different types of protein arrays in application for biomarker discovery in cancer, and give the future perspectives in this area of research.
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32
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Abstract
Protein-protein interactions (PPIs) play a central role in almost all cellular processes. Recent technological advances have enabled the elucidation of an incredibly complex PPI network within the cell. However, protein interactions driven by posttranslational modifications (PTMs) such as phosphorylation, which comprises a significant part of the PPI network, have proven difficult to decipher systematically. Herein, we describe a reciprocal protein-peptide array strategy to uncover PPIs mediated by tyrosine phosphorylation and the Src homology 2 (SH2) domain. This strategy, namely combining peptide and protein domain arrays for PPI mapping, may be applicable for other peptide-binding modules.
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Affiliation(s)
- Huadong Liu
- Department of Biochemistry, Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A 5C1, Canada
| | - Courtney Voss
- Department of Biochemistry, Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A 5C1, Canada
| | - Shawn S C Li
- Department of Biochemistry, Siebens-Drake Medical Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A 5C1, Canada.
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33
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Pérez-Gamarra S, Hattara L, Batra G, Saviranta P, Lamminmäki U. Array-in-well binding assay for multiparameter screening of phage displayed antibodies. Methods 2016; 116:43-50. [PMID: 27956240 DOI: 10.1016/j.ymeth.2016.12.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 12/03/2016] [Accepted: 12/05/2016] [Indexed: 12/27/2022] Open
Abstract
Phage display is a well-established and powerful tool for the development of recombinant antibodies. In a standard phage display selection process using a high quality antibody phage library, a large number of unique antibody clones can be generated in short time. However, the pace of the antibody discovery project eventually depends on the methodologies used in the next screening phase to identify the clones with the most promising binding characteristics e.g., in terms of specificity, affinity and epitope. Here, we report an array-in-well binding assay, a miniaturized and multiplexed immunoassay that integrates the epitope mapping to the evaluation of the binding activity of phage displayed antibody fragments in a single well. The array-in-well assay design used here incorporates a set of partially overlapping 15-mer peptides covering the complete primary sequence of the target antigen, the intact antigen itself and appropriate controls printed as an array with 10×10 layout at the bottom of a well of a 96-well microtiter plate. The streptavidin-coated surface of the well facilitates the immobilization of the biotinylated analytes as well-confined spots. Phage displayed antibody fragments bound to the analyte spots are traced using anti-phage antibody labelled with horseradish peroxidase for tyramide signal amplification based highly sensitive detection. In this study, we generated scFv antibodies against HIV-1 p24 protein using a synthetic antibody phage library, evaluated the binders with array-in-well binding assay and further classified them into epitopic families based on their capacity to recognize linear epitopes. The array-in-well assay enables the integration of epitope mapping to the screening assay for early classification of antibodies with simplicity and speed of a standard ELISA procedure to advance the antibody development projects.
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Affiliation(s)
- Susan Pérez-Gamarra
- Department of Biochemistry/Biotechnology, University of Turku, Tykistökatu 6A, FI-20520 Turku, Finland
| | - Liisa Hattara
- Medical Biotechnology Centre, VTT Technical Research Centre of Finland, Espoo FI-02044 VTT, Finland
| | - Gaurav Batra
- Centre for Biodesign and Diagnostics, Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad 122001, India
| | - Petri Saviranta
- Medical Biotechnology Centre, VTT Technical Research Centre of Finland, Espoo FI-02044 VTT, Finland
| | - Urpo Lamminmäki
- Department of Biochemistry/Biotechnology, University of Turku, Tykistökatu 6A, FI-20520 Turku, Finland.
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Fujiwara N, Som AT, Pham LDD, Lee BJ, Mandeville ET, Lo EH, Arai K. A free radical scavenger edaravone suppresses systemic inflammatory responses in a rat transient focal ischemia model. Neurosci Lett 2016; 633:7-13. [PMID: 27589890 DOI: 10.1016/j.neulet.2016.08.048] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 08/17/2016] [Accepted: 08/26/2016] [Indexed: 01/27/2023]
Abstract
A free radical scavenger edaravone is clinically used in Japan for acute stroke, and several basic researches have carefully examined the mechanisms of edaravone's protective effects. However, its actions on pro-inflammatory responses under stroke are still understudied. In this study, we subjected adult male Sprague-Dawley rats to 90-min middle cerebral artery (MCA) occlusion followed by reperfusion. Edaravone was treated twice via tail vein; after MCA occlusion and after reperfusion. As expected, edaravone-treated group showed less infarct volume and edema formation compared with control group at 24-h after an ischemic onset. Furthermore, edaravone reduced the levels of plasma interleukin (IL)-1β and matrix metalloproteinase-9 at 3-h after ischemic onset. Several molecules besides IL-1β and MMP-9 are involved in inflammatory responses under stroke conditions. Therefore, we also examined whether edaravone treatment could decrease a wide range of pro-inflammatory cytokines/chemokines by testing rat plasma samples with a rat cytokine array. MCAO rats showed elevations in plasma levels of CINC-1, Fractalkine, IL-1α, IL-1ra, IL-6, IL-10, IP-10, MIG, MIP-1α, and MIP-3α, and all these increases were reduced by edaravone treatment. These data suggest that free radical scavengers may reduce systemic inflammatory responses under acute stroke conditions, and therefore, oxidative stress can be still a viable target for acute stroke therapy.
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Affiliation(s)
- Norio Fujiwara
- Neuroprotection Research Laboratory, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, USA
| | - Angel T Som
- Neuroprotection Research Laboratory, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, USA
| | - Loc-Duyen D Pham
- Neuroprotection Research Laboratory, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, USA
| | - Brian J Lee
- Neuroprotection Research Laboratory, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, USA
| | - Emiri T Mandeville
- Neuroprotection Research Laboratory, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, USA
| | - Eng H Lo
- Neuroprotection Research Laboratory, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, USA.
| | - Ken Arai
- Neuroprotection Research Laboratory, Departments of Radiology and Neurology, Massachusetts General Hospital and Harvard Medical School, USA.
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Kalanxhi E, Hektoen HH, Meltzer S, Dueland S, Flatmark K, Ree AH. Circulating proteins in response to combined-modality therapy in rectal cancer identified by antibody array screening. BMC Cancer 2016; 16:536. [PMID: 27461255 PMCID: PMC4962367 DOI: 10.1186/s12885-016-2601-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 07/22/2016] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The increasingly complex programs of contemporary cancer therapy emphasize the need for biological indicators of both therapeutic response and adverse effects. One example is combined-modality treatment aimed at improving long-term outcome in patients with locally advanced rectal cancer, which commonly comes at the price of extended limits of patient tolerance. METHODS In a prospective study with intensified neoadjuvant treatment of rectal cancer patients, using an antibody array, the profiling of approximately 500 proteins was performed in serial serum samples collected at different stages of the treatment course. RESULTS The small number of proteins whose levels significantly changed after induction neoadjuvant chemotherapy (NACT) expanded substantially following the sequential chemoradiotherapy (CRT) and persisted four weeks later at treatment evaluation before pelvic surgery. Serum levels of proteins selected for validation of the experimental design, lipocalin-2 and matrix metalloproteinase-9, declined after NACT and gradually reverted to baseline values during the remaining neoadjuvant course. Of note, the greater the decline in post-NACT and post-CRT matrix metalloproteinase-9 levels, the more favorable progression-free survival. No correlation was found, however, with diarrhea scores, the clinical correlate of adverse therapeutic effects. CONCLUSIONS Even though the findings were indicative of only tumor and not normal tissue effects, multiplex immunoassay analysis of circulating proteins in patients undergoing combined-modality therapy may in principle dissect the contribution of the individual modalities to overall systemic responses in patient outcome and tolerance. TRIAL REGISTRATION ClinicalTrials.gov NCT00278694 ; registration date: January 16, 2006, retrospective to enrollment of the first 10 patients of the current report.
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Affiliation(s)
- Erta Kalanxhi
- Department of Oncology, Akershus University Hospital, Lørenskog, Norway.,Institute of Clinical Molecular Biology, Akershus University Hospital, P.O. Box 1000, 1478, Lørenskog, Norway
| | - Helga Helseth Hektoen
- Department of Oncology, Akershus University Hospital, Lørenskog, Norway.,Institute of Clinical Medicine, University of Oslo, P.O. Box 1171, Blindern, 0318, Oslo, Norway.,Department of Tumor Biology, Oslo University Hospital - Norwegian Radium Hospital, Oslo, Norway
| | - Sebastian Meltzer
- Department of Oncology, Akershus University Hospital, Lørenskog, Norway.,Institute of Clinical Medicine, University of Oslo, P.O. Box 1171, Blindern, 0318, Oslo, Norway
| | - Svein Dueland
- Department of Oncology, Oslo University Hospital - Norwegian Radium Hospital, Oslo, Norway
| | - Kjersti Flatmark
- Institute of Clinical Medicine, University of Oslo, P.O. Box 1171, Blindern, 0318, Oslo, Norway.,Department of Tumor Biology, Oslo University Hospital - Norwegian Radium Hospital, Oslo, Norway.,Department of Gastroenterological Surgery, Oslo University Hospital - Norwegian Radium Hospital, P.O. Box 4950, Nydalen, 0424, Oslo, Norway
| | - Anne Hansen Ree
- Department of Oncology, Akershus University Hospital, Lørenskog, Norway. .,Institute of Clinical Medicine, University of Oslo, P.O. Box 1171, Blindern, 0318, Oslo, Norway.
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Katchman BA, Barderas R, Alam R, Chowell D, Field MS, Esserman LJ, Wallstrom G, LaBaer J, Cramer DW, Hollingsworth MA, Anderson KS. Proteomic mapping of p53 immunogenicity in pancreatic, ovarian, and breast cancers. Proteomics Clin Appl 2016; 10:720-31. [PMID: 27121307 DOI: 10.1002/prca.201500096] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Revised: 02/29/2016] [Accepted: 04/20/2016] [Indexed: 11/08/2022]
Abstract
PURPOSE Mutations in TP53 induce autoantibody immune responses in a subset of cancer patients, which have been proposed as biomarkers for early detection. Here, we investigate the association of p53-specific autoantibodies with multiple tumor subtypes and determine the association with p53 mutation status and epitope specificity. EXPERIMENTAL DESIGN IgG p53 autoantibodies (p53-AAb), were quantified in 412 serum samples using a programmable ELISA assay from patients with serous ovarian, pancreatic adenocarcinoma, and breast cancer. To determine if patients generated mutation-specific autoantibodies we designed a panel of the most relevant 51 p53 point mutant proteins, to be displayed on custom programmable protein microarrays. To determine the epitope specificity we displayed 12 overlapping tiling fragments and 38 N- and C-terminal deletions spanning the length of the wild-type p53 protein. RESULTS We detected p53-AAb with sensitivities of 58.8% (ovarian), 22% (pancreatic), 32% (triple negative breast cancer), and 10.2% (HER2+ breast cancer) at 94% specificity. Sera with p53-AAb contained broadly reactive autoantibodies to 51 displayed p53 mutant proteins, demonstrating a polyclonal response to common epitopes. All p53-AAb displayed broad polyclonal immune response to both continuous and discontinuous epitopes at the N- and C-terminus as well as the DNA-binding domain. CONCLUSION AND CLINICAL RELEVANCE In this comprehensive analysis, mutations in tumor p53 induce strong, polyclonal autoantibodies with broadly reactive epitope specificity.
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Affiliation(s)
- Benjamin A Katchman
- Virginia G. Piper Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Rodrigo Barderas
- Biochemistry and Molecular Biology I Department, Complutense University, Madrid, Spain
| | - Rizwan Alam
- Virginia G. Piper Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Diego Chowell
- Virginia G. Piper Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Matthew S Field
- Virginia G. Piper Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Laura J Esserman
- Department of Surgery, University of California, San Francisco, CA, USA
| | - Garrick Wallstrom
- Virginia G. Piper Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Joshua LaBaer
- Virginia G. Piper Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Daniel W Cramer
- Department of Gynecology and Reproductive Biology, Brigham and Women's Hospital, Boston, MA
| | - Michael A Hollingsworth
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Karen S Anderson
- Virginia G. Piper Center for Personalized Diagnostics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
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Hinchliffe TE, Lin ZT, Wu T. Protein arrays for biomarker discovery in lupus. Proteomics Clin Appl 2016; 10:625-34. [PMID: 26684273 DOI: 10.1002/prca.201500060] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Revised: 11/05/2015] [Accepted: 12/09/2015] [Indexed: 11/08/2022]
Abstract
Lupus is one of the most common autoimmune diseases, yet many mechanisms of its pathogenesis are not fully known. Over the last few years, advances in protein array technology have accelerated rapidly, resulting in many promising insights toward the discovery of novel lupus biomarkers that may become useful in disease diagnosis and management. Still, only two types of analytical protein arrays thus far, being antibody and antigen arrays, have found notable usage toward lupus biomarker discovery. In this review, we summarize current protein array technologies being used for biomarker discoveries in lupus and associated biomarker findings, as well as protein arrays that are likely to be used for lupus biomarker discovery in the near future.
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Affiliation(s)
- Taylor E Hinchliffe
- Department of Biomedical Engineering, University of Houston, Houston, TX, USA
| | - Zuan-Tao Lin
- Department of Biomedical Engineering, University of Houston, Houston, TX, USA
| | - Tianfu Wu
- Department of Biomedical Engineering, University of Houston, Houston, TX, USA
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Marti E, Wang X, Jambari NN, Rhyner C, Olzhausen J, Pérez-Barea JJ, Figueredo GP, Alcocer MJ. Novel in vitro diagnosis of equine allergies using a protein array and mathematical modelling approach: a proof of concept using insect bite hypersensitivity. Vet Immunol Immunopathol 2015; 167:171-7. [PMID: 26163936 DOI: 10.1016/j.vetimm.2015.06.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 06/18/2015] [Accepted: 06/25/2015] [Indexed: 12/16/2022]
Abstract
Insect bite hypersensitivity (IBH) is a seasonal recurrent skin allergy of horses caused by IgE-mediated reactions to allergens present in the saliva of biting insects of the genus Culicoides, and possibly also Simulium and Stomoxys species. In this work we show that protein microarrays containing complex extracts and pure proteins, including recombinant Culicoides allergens, can be used as a powerful technique for the diagnosis of IBH. Besides the obvious advantages such as general profiling and use of few microliters of samples, this microarray technique permits automation and allows the generation of mathematical models with the calculation of individual risk profiles that can support the clinical diagnosis of allergic diseases. After selection of variables on influence on the projection (VIP), the observed values of sensitivity and specificity were 1.0 and 0.967, respectively. This confirms the highly discriminatory power of this approach for IBH and made it possible to attain a robust predictive mathematical model for this disease. It also further demonstrates the specificity of the protein array method on identifying a particular IgE-mediated disease when the sensitising allergen group is known.
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Van Vaerenbergh M, De Smet L, Rafei-Shamsabadi D, Blank S, Spillner E, Ebo DG, Devreese B, Jakob T, de Graaf DC. IgE recognition of chimeric isoforms of the honeybee (Apis mellifera) venom allergen Api m 10 evaluated by protein array technology. Mol Immunol 2014; 63:449-55. [PMID: 25451974 DOI: 10.1016/j.molimm.2014.09.018] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Accepted: 09/28/2014] [Indexed: 11/18/2022]
Abstract
Api m 10 has recently been established as novel major allergen that is recognized by more than 60% of honeybee venom (HBV) allergic patients. Previous studies suggest Api m 10 protein heterogeneity which may have implications for diagnosis and immunotherapy of HBV allergy. In the present study, RT-PCR revealed the expression of at least nine additional Api m 10 transcript isoforms by the venom glands. Two distinct mechanisms are responsible for the generation of these isoforms: while the previously known variant 2 is produced by an alternative splicing event, novel identified isoforms are intragenic chimeric transcripts. To the best of our knowledge, this is the first report of the identification of chimeric transcripts generated by the honeybee. By a retrospective proteomic analysis we found evidence for the presence of several of these isoforms in the venom proteome. Additionally, we analyzed IgE reactivity to different isoforms by protein array technology using sera from HBV allergic patients, which revealed that IgE recognition of Api m 10 is both isoform- and patient-specific. While it was previously demonstrated that the majority of HBV allergic patients display IgE reactivity to variant 2, our study also shows that some patients lacking IgE antibodies for variant 2 display IgE reactivity to two of the novel identified Api m 10 variants, i.e. variants 3 and 4.
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Affiliation(s)
- Matthias Van Vaerenbergh
- Laboratory of Molecular Entomology and Bee Pathology, Ghent University, Krijgslaan 281 S2, B-9000 Ghent, Belgium
| | - Lina De Smet
- Laboratory of Molecular Entomology and Bee Pathology, Ghent University, Krijgslaan 281 S2, B-9000 Ghent, Belgium
| | - David Rafei-Shamsabadi
- Allergy Research Group, Department of Dermatology, University Medical Center Freiburg, Hauptstrasse 7, D-79104 Freiburg, Germany
| | - Simon Blank
- Center of Allergy and Environment (ZAUM), Technical University and Helmholtz Center Munich, Ingolstädter Landstraße 1, D-85764 Munich, Germany
| | - Edzard Spillner
- Department of Engineering, Aarhus University, Gustav Wieds Vej 10, DK-8000 Aarhus C, Denmark
| | - Didier G Ebo
- Department of Immunology, Allergology, and Rheumatology, University of Antwerp, Universiteitsplein 1, B-2610 Antwerp, Belgium
| | - Bart Devreese
- Laboratory of Protein Biochemistry and Biomolecular Engineering, Ghent University, K.L. Ledeganckstraat 35, B-9000 Ghent, Belgium
| | - Thilo Jakob
- Allergy Research Group, Department of Dermatology, University Medical Center Freiburg, Hauptstrasse 7, D-79104 Freiburg, Germany
| | - Dirk C de Graaf
- Laboratory of Molecular Entomology and Bee Pathology, Ghent University, Krijgslaan 281 S2, B-9000 Ghent, Belgium.
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Lu F, Li J, Wang B, Cheng Y, Kong DH, Cui L, Ha KS, Sattabongkot J, Tsuboi T, Han ET. Profiling the humoral immune responses to Plasmodium vivax infection and identification of candidate immunogenic rhoptry-associated membrane antigen (RAMA). J Proteomics 2014; 102:66-82. [PMID: 24607491 DOI: 10.1016/j.jprot.2014.02.029] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2013] [Revised: 02/05/2014] [Accepted: 02/23/2014] [Indexed: 11/17/2022]
Abstract
UNLABELLED Completion of sequencing of the Plasmodium vivax genome and transcriptome offers the chance to identify antigens among >5000 candidate proteins. To identify those P. vivax proteins that are immunogenic, a total of 152 candidate proteins (160 fragments) were expressed using a wheat germ cell-free system. The results of Western blot analysis showed that 92.5% (148/160) of the targets were expressed, and 96.6% (143/148) were in a soluble form with 67.7% of solubility rate. The proteins were screened by protein arrays with sera from 22 vivax malaria patients and 10 healthy individuals to confirm their immune profile, and 44 (27.5%, 44/160) highly reactive P. vivax antigens were identified. Overall, 5 candidates (rhoptry-associated membrane antigen [RAMA], Pv-fam-a and -b, EXP-1 and hypothetical protein PVX_084775) showed a positive reaction with >80% of patient sera, and 21 candidates with 50% to 80%. More than 23% of the highly immunoreactive proteins were hypothetical proteins, described for the first time in this study. One of the top immunogenic proteins, RAMA, was characterized and confirmed to be a serological marker of recent exposure to P. vivax infection. These novel immunoproteomes should greatly facilitate the identification of promising novel malaria antigens and may warrant further study. BIOLOGICAL SIGNIFICANCE The establishment of high-throughput cloning and expression systems has permitted the construction of protein arrays for proteome-wide study of Plasmodium vivax. In this study, high-throughput screening assays have been applied to investigate blood stage-specific immune proteomes from P. vivax. We identified 44 antigenic proteins from the 152 putative candidates, more than 23% of which were hypothetical proteins described for the first time in this study. In addition, PvRAMA was characterized further and confirmed to be a serological marker of exposure to infections. The expression of one-third of the selected antigenic genes were shifted between P. vivax and Plasmodium falciparum, suggesting that these genes may represent important factors associated with P. vivax selectivity for young erythrocytes and/or with immune evasion. These novel immune proteomes of the P. vivax blood stage provide a baseline for further prospective serological marker studies in malaria. These methods could be used to determine immunodominant candidate antigens from the P. vivax genome.
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Affiliation(s)
- Feng Lu
- Department of Medical Environmental Biology and Tropical Medicine, School of Medicine, Kangwon National University, Chunchon, Gangwon-do, Republic of Korea; Jiangsu Institute of Parasitic Diseases, Key Laboratory on Technology for Parasitic Disease Prevention and Control, Ministry of Health, Wuxi, Jiangsu, People's Republic of China
| | - Jian Li
- Department of Medical Environmental Biology and Tropical Medicine, School of Medicine, Kangwon National University, Chunchon, Gangwon-do, Republic of Korea; Jiangsu Institute of Parasitic Diseases, Key Laboratory on Technology for Parasitic Disease Prevention and Control, Ministry of Health, Wuxi, Jiangsu, People's Republic of China
| | - Bo Wang
- Department of Medical Environmental Biology and Tropical Medicine, School of Medicine, Kangwon National University, Chunchon, Gangwon-do, Republic of Korea
| | - Yang Cheng
- Department of Medical Environmental Biology and Tropical Medicine, School of Medicine, Kangwon National University, Chunchon, Gangwon-do, Republic of Korea
| | - Deok-Hoon Kong
- Department of Molecular and Cellular Biochemistry, School of Medicine, Kangwon National University, Chunchon, Gangwon-do, Republic of Korea
| | - Liwang Cui
- Department of Entomology, The Pennsylvania State University, University Park, PA, USA
| | - Kwon-Soo Ha
- Department of Molecular and Cellular Biochemistry, School of Medicine, Kangwon National University, Chunchon, Gangwon-do, Republic of Korea
| | - Jetsumon Sattabongkot
- Mahidol Vivax Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Takafumi Tsuboi
- Division of Malaria Research, Proteo-Science Center, Ehime University, Matsuyama, Ehime, Japan.
| | - Eun-Taek Han
- Department of Medical Environmental Biology and Tropical Medicine, School of Medicine, Kangwon National University, Chunchon, Gangwon-do, Republic of Korea.
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Wu D, Wu Y, Wang L, Xu W, Zhong Q. Evaluation of a novel array-based toxoplasma, rubella, cytomegalovirus, and herpes simplex virus IgG enzyme linked immunosorbent assay and its comparison with virion/serion enzyme linked immunosorbent assays. Ann Lab Med 2014; 34:38-42. [PMID: 24422194 PMCID: PMC3885771 DOI: 10.3343/alm.2014.34.1.38] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2013] [Revised: 08/08/2013] [Accepted: 10/17/2013] [Indexed: 11/19/2022] Open
Abstract
Background The dramatic increase in use of the IgG test for toxoplasma, rubella, cytomegalovirus (CMV), and herpes simplex virus (HSV) [TORCH] has led to the requirement for a high-efficiency method that can be used in the clinical laboratory. This study aimed to compare the results of BGI-Array ELISA TORCH IgG (BGI-GBI, China) screening method to those of Virion/Serion TORCH IgG ELISA (Virion/Serion, Germany). Methods Serum specimens (n=400) submitted for routine IgG testing by Virion/Serion ELISA were also tested using the BGI-Array ELISA method. The agreements of these two kinds of method were analyzed by κ-coefficients calculation. Results Following repeat testing, the BGI-Array ELISA TORCH IgG assays demonstrated agreements of 99.5% (398/400 specimens), 98% (392/400 specimens), 99% (396/400 specimens), and 99.5% (398/400 specimens), respectively. The BGI-Array ELISA IgG assays provided results comparable to Virion/Serion ELISA results, with κ-coefficients showing near-perfect agreement for the HSV (κ=0.87), rubella (κ=0.92) and CMV (κ=0.93) and substantial agreement for the toxoplasma (κ=0.80) IgG assays. The use of the BGI-Array ELISA TORCH IgG assays could reduce the turnaround time (1.5 hr vs. 5 hr by Virion/Serion ELISA for 100 specimens) and were easy to use. Conclusions BGI-Array ELISA TORCH IgG shows a good agreement with Virion/Serion ELISA methods and is suitable for clinical application.
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Affiliation(s)
- Dongsheng Wu
- Department of Laboratory Medicine, Suzhou Municipal Hospital, Suzhou Hospital Affiliated to Nanjing Medical University, Suzhou, China
| | - Yuanjian Wu
- Department of Laboratory Medicine, Suzhou Municipal Hospital, Suzhou Hospital Affiliated to Nanjing Medical University, Suzhou, China
| | - Liuhong Wang
- Department of Laboratory Medicine, Suzhou Municipal Hospital, Suzhou Hospital Affiliated to Nanjing Medical University, Suzhou, China
| | - Weidong Xu
- Department of Laboratory Medicine, Suzhou Municipal Hospital, Suzhou Hospital Affiliated to Nanjing Medical University, Suzhou, China
| | - Qiao Zhong
- Department of Laboratory Medicine, Suzhou Municipal Hospital, Suzhou Hospital Affiliated to Nanjing Medical University, Suzhou, China
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Miersch S, Bian X, Wallstrom G, Sibani S, Logvinenko T, Wasserfall CH, Schatz D, Atkinson M, Qiu J, LaBaer J. Serological autoantibody profiling of type 1 diabetes by protein arrays. J Proteomics 2013; 94:486-96. [PMID: 24148850 DOI: 10.1016/j.jprot.2013.10.018] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2013] [Revised: 09/04/2013] [Accepted: 10/01/2013] [Indexed: 12/30/2022]
Abstract
The need for biomarkers that illuminate the pathophysiology of type 1 diabetes (T1D), enhance early diagnosis and provide additional avenues for therapeutic intervention is well recognized in the scientific community. We conducted a proteome-scale, two-stage serological AAb screening followed by an independent validation study. In the first stage, the immunoreactivity was compared between T1D cases and healthy controls against ~6000 human proteins using the nucleic acid programmable protein array (NAPPA). Genes identified with higher signal intensities in patients were challenged with a larger sample set during the second stage. Statistical analysis revealed 26 novel autoantigens and a known T1D-associated autoantigen. During validation, we verified the presence of AAbs to dual specificity tyrosine-phosphorylation-regulated kinase 2 (DYRK2) using the Luciferase ImmunoPrecipitation System (LIPS) assay (36% sensitivity, 98% specificity). The AUC for a combination of DYRK2A and the classical T1D AAb IA-2A was 0.90 compared to 0.72 for DYRK2A and 0.64 for IA-2A alone. This is the first systematic screening for seroreactivity against a large number of human proteins in T1D patients. We demonstrated the application of protein microarrays to identify novel autoantigens in T1D, expanded the current T1D "autoantigenome" and help fulfill the goal of searching for novel biomarker candidates for T1D. BIOLOGICAL SIGNIFICANCE Protein microarrays provide a high-throughput platform that enables the profiling of serum antibodies to a large number of protein antigens. The value of AAb biomarkers in diagnosis, prognosis and treatment is well recognized in autoimmune diseases including T1D. We performed a systematic screening for new T1D-associated autoantigens by adapting the innovative protein array platform NAPPA. We believe that the discovery in this study will add information on candidate autoantigens that could potentially improve the diagnosis and help uncover the pathophysiology of T1D. The successful use of NAPPA for T1D AAb profiling will open the window for larger studies including more human antigen genes and other autoimmune diseases.
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Affiliation(s)
- Shane Miersch
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
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Cibrik DM, Warner RL, Kommareddi M, Song P, Luan FL, Johnson KJ. Identification of a protein signature in renal allograft rejection. Proteomics Clin Appl 2013; 7:839-49. [PMID: 24323459 DOI: 10.1002/prca.201200036] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2012] [Revised: 06/07/2013] [Accepted: 06/13/2013] [Indexed: 12/29/2022]
Abstract
PURPOSE Serum creatinine functions as a poor surrogate marker of renal allograft dysfunction and long-term graft survival. By measuring multiple proteins simultaneously in the serum of transplant patients, we can identify unique protein signatures of graft dysfunction. EXPERIMENTAL DESIGN We utilized training and validation cohorts composed of healthy and volunteer subjects, stable renal transplant patients, and renal transplant patients experiencing acute allograft rejection. Utilizing our antibody microarray, we measured 108 proteins simultaneously in these groups. RESULTS Using Mann-Whitney tests with Bonferroni correction, we identified ten serum proteins from 19 renal transplant patients with stable renal function, which are differentially expressed, compared to healthy control subjects. In addition, we identified 17 proteins that differentiate rejecting renal transplant recipients from stable renal transplant. Validation cohorts substantiated these findings. CONCLUSION AND CLINICAL RELEVANCE Our preliminary results support that a specific pattern of protein expression or "protein signature" may be able to differentiate between stable transplant patients from those with rejection. Future studies will focus on other etiologies of renal allograft dysfunction and the effect of treatment on protein expression and long-term outcome.
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Affiliation(s)
- Diane M Cibrik
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
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Schmidt R, Cook EA, Kastelic D, Taussig MJ, Stoevesandt O. Optimised 'on demand' protein arraying from DNA by cell free expression with the 'DNA to Protein Array' (DAPA) technology. J Proteomics 2013; 88:141-8. [PMID: 23454659 DOI: 10.1016/j.jprot.2013.02.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2012] [Revised: 01/28/2013] [Accepted: 02/04/2013] [Indexed: 12/16/2022]
Abstract
UNLABELLED We have previously described a protein arraying process based on cell free expression from DNA template arrays (DNA Array to Protein Array, DAPA). Here, we have investigated the influence of different array support coatings (Ni-NTA, Epoxy, 3D-Epoxy and Polyethylene glycol methacrylate (PEGMA)). Their optimal combination yields an increased amount of detected protein and an optimised spot morphology on the resulting protein array compared to the previously published protocol. The specificity of protein capture was improved using a tag-specific capture antibody on a protein repellent surface coating. The conditions for protein expression were optimised to yield the maximum amount of protein or the best detection results using specific monoclonal antibodies or a scaffold binder against the expressed targets. The optimised DAPA system was able to increase by threefold the expression of a representative model protein while conserving recognition by a specific antibody. The amount of expressed protein in DAPA was comparable to those of classically spotted protein arrays. Reaction conditions can be tailored to suit the application of interest. BIOLOGICAL SIGNIFICANCE DAPA represents a cost effective, easy and convenient way of producing protein arrays on demand. The reported work is expected to facilitate the application of DAPA for personalized medicine and screening purposes.
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Affiliation(s)
- Ronny Schmidt
- Protein Technology Group, Babraham Bioscience Technologies Ltd., Babraham Research Campus, Cambridge CB22 3AT, UK.
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Kudo T, Okamura S, Zhang Y, Masuo T, Mori M. Topical application of glycyrrhizin preparation ameliorates experimentally induced colitis in rats. World J Gastroenterol 2011; 17:2223-8. [PMID: 21633533 PMCID: PMC3092875 DOI: 10.3748/wjg.v17.i17.2223] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2010] [Revised: 09/18/2010] [Accepted: 09/25/2010] [Indexed: 02/06/2023] Open
Abstract
AIM: To examine the efficacy of glycyrrhizin preparation (GL-p) in the treatment of a rat model of ulcerative colitis (UC).
METHODS: Experimental colitis was induced by oral administration of dextran sodium sulfate. Rats with colitis were intrarectally administered GL-p or saline. The extent of colitis was evaluated based on body weight gain, colon wet weight, and macroscopic damage score. The expression levels of pro-inflammatory cytokines and chemokines in the inflamed mucosa were measured by cytokine antibody array analysis. The effect of GL-p on myeloperoxidase (MPO) activity in the inflamed mucosa and purified enzyme was assayed.
RESULTS: GL-p treatment significantly ameliorated the extent of colitis compared to sham treatment with saline. Cytokine antibody array analysis showed that GL-p treatment significantly decreased the expression levels of pro-inflammatory cytokines and chemokines, including interleukin (IL)-1β, IL-6, tumor necrosis factor-α, cytokine-induced neutrophil chemoattractant-2, and monocyte chemoattractant protein-1 in the inflamed mucosa. Furthermore, GL-p inhibited the oxidative activity of mucosal and purified MPO.
CONCLUSION: GL-p enema has a therapeutic effect on experimental colitis in rats and may be useful in the treatment of UC.
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Abstract
AIM: To detect multiple H pylori antibodies in serum samples of individuals who carryH pylori by protein array.
METHODS: Recombinant H pylori antigens, urease B subunit (UreB), vacuolating toxin A (VacA) and cytotoxin associated gene A protein (CagA), were prepared and immobilized in matrixes on nitrocellulose membrane by robotics to bind the specific immunoglobulin G (IgG) antibodies in serum. Staphylococcus protein A (SPA) labeled by colloid gold was used to integrate the immuno-complex and gave red color signal. The scanner based on charge-coupled device (CCD) could collect the image signal and convert it into digital signal.
RESULTS: When human IgG was printed on the membrane in increasing concentrations and incubated with immunogold, a linear dose response curve was obtained and the detection limit for IgG was about 0.025 ng. The cutoff values, which were defined as the mean grey level plus 3 times of standard deviation, were 27.183, 28.546 and 27.402, for anti-UreB IgG, anti-CagA IgG and anti-VacA IgG, respectively, as 400 human serum samples with negative H pylori antibodies were detected by the protein array. When 180 serum samples from patients in hospital were employed for detection of IgG against UreB, CagA and VacA, the sensitivity of the protein array was 93.4%, 95.4%, 96.0%, and the specificity was 94.8%, 94.4% and 97.5%, respectively, as compared with the results obtained by ELISA. The assay also showed high reproducibility, uniformity and stability, and the results were available within 30 min.
CONCLUSION: The protein array is a very practical method for rapid detection of multiple antibodies in serum samples. It is especially useful for large scale epidemiological investigation of the infection of H pylori.
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Affiliation(s)
- Feng-Chan Han
- Institute of Genetic Diagnosis, The Fourth Military Medical University, 17 West Changle Road, Xi'an 710032, Shaanxi Province, China.
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Song XX, Yan ZY, Wang B, Mu WF, Qian DM, Ding SY, Yao ZL. Differential protein expression between in vitro cultured liver cancer cell line HepG2 and normal cell line L02. Shijie Huaren Xiaohua Zazhi 2005; 13:2689-2692. [DOI: 10.11569/wcjd.v13.i22.2689] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate the differentially expressed proteins between liver cancer cell line HepG2 and normal cell line L02 cultured in vitro using surface enhanced laser desorption ionization (SELDI) protein array technology.
METHODS: The in vitro cultured liver cancer cell line HepG2 and normal cell line L02 were harvested and then split by cell lysate solution. The protein mass spectra of the HepG2 and L02 cells were detected by IMAC3 and WCX2 based on SELDI protein array technology.
RESULTS: A total of 61 proteins were captured by IMAC3 array, and 7 different peaks were found. Comp-ared with those in the L02 cells, 3 differential proteins were highly expressed, while 4 were lowly expressed in the HepG2 cells. A total of 91 proteins were captured by WCX2 array, and 14 differential peaks were found. Among those differentially expressed proteins, 3 were highly expressed, while 11 were lowly expressed in the HepG2 cells.
CONCLUSION: SELDI protein array technology is con-venient, highly sensitive, and repeatable in the detecti-on of the differently expressed proteins between hepat-ocarcinoma cells and normal hepatocytes.
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