1
|
Benita BA, Koss KM. Peptide discovery across the spectrum of neuroinflammation; microglia and astrocyte phenotypical targeting, mediation, and mechanistic understanding. Front Mol Neurosci 2024; 17:1443985. [PMID: 39634607 PMCID: PMC11616451 DOI: 10.3389/fnmol.2024.1443985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 07/24/2024] [Indexed: 12/07/2024] Open
Abstract
Uncontrolled and chronic inflammatory states in the Central Nervous System (CNS) are the hallmark of neurodegenerative pathology and every injury or stroke-related insult. The key mediators of these neuroinflammatory states are glial cells known as microglia, the resident immune cell at the core of the inflammatory event, and astroglia, which encapsulate inflammatory insults in proteoglycan-rich scar tissue. Since the majority of neuroinflammation is exclusively based on the responses of said glia, their phenotypes have been identified to be on an inflammatory spectrum encompassing developmental, homeostatic, and reparative behaviors as opposed to their ability to affect devastating cell death cascades and scar tissue formation. Recently, research groups have focused on peptide discovery to identify these phenotypes, find novel mechanisms, and mediate or re-engineer their actions. Peptides retain the diverse function of proteins but significantly reduce the activity dependence on delicate 3D structures. Several peptides targeting unique phenotypes of microglia and astroglia have been identified, along with several capable of mediating deleterious behaviors or promoting beneficial outcomes in the context of neuroinflammation. A comprehensive review of the peptides unique to microglia and astroglia will be provided along with their primary discovery methodologies, including top-down approaches using known biomolecules and naïve strategies using peptide and phage libraries.
Collapse
Affiliation(s)
| | - Kyle M. Koss
- Department of Surgery, University of Arizona, Tucson, AZ, United States
- Department of Neurobiology, University of Texas Medical Branch (UTMB) at Galvestion, Galvestion, TX, United States
- Sealy Institute for Drug Discovery (SIDD), University of Texas Medical Branch (UTMB) at Galvestion, Galvestion, TX, United States
| |
Collapse
|
2
|
Waduge P, Kaur A, Li W. A method for rapid and reliable quantification of VEGF-cell binding activity. Biochem Biophys Res Commun 2024; 727:150321. [PMID: 38954982 PMCID: PMC11298814 DOI: 10.1016/j.bbrc.2024.150321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 06/26/2024] [Indexed: 07/04/2024]
Abstract
Vascular endothelial growth factor (VEGF) is a pleiotropic growth factor that binds a broad spectrum of cell types and regulates diverse cellular processes, including angiogenesis, growth and survival. However, it is technically difficult to quantify VEGF-cell binding activity because of reversible nature of ligand-receptor interactions. Here we used T7 bacteriophage display to quantify and compare binding activity of three human VEGF-A (hVEGF) isoforms, including hVEGF111, 165 and 206. All three isoforms bound equally well to immobilized aflibercept, a decoy VEGF receptor. hVEGF111-Phage exhibited minimal binding to immobilized heparan sulfate, whereas hVEGF206-Phage and hVEGF165-Phage had the highest and intermediate binding to heparan, respectively. In vitro studies revealed that all three isoforms bound to human umbilical vein endothelial cells (HUVECs), HEK293 epithelial and SK-N-AS neuronal cells. hVEGF111-Phage has the lowest binding activity, while hVEGF206-Phage has the highest binding. hVEGF206-Phage was the most sensitive to detect VEGF-cell binding, albeit with the highest background binding to SK-N-AS cells. These results suggest that hVEGF206-Phage is the best-suited isoform to quantify VEGF-cell binding even though VEGF165 is the most biologically active. Furthermore, this study demonstrates the utility of T7 phage display as a platform for rapid and convenient ligand-cell binding quantification with pros and cons discussed.
Collapse
Affiliation(s)
- Prabuddha Waduge
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Avinash Kaur
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Wei Li
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, 77030, USA.
| |
Collapse
|
3
|
Huang C, Waduge P, Kaur A, Tian H, Weng CY, Stout JT, Pang IH, Webster KA, Li W. Optimal Humanized Scg3-Neutralizing Antibodies for Anti-Angiogenic Therapy of Diabetic Retinopathy. Int J Mol Sci 2024; 25:9507. [PMID: 39273454 PMCID: PMC11394726 DOI: 10.3390/ijms25179507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 09/15/2024] Open
Abstract
Secretogranin III (Scg3) is a diabetic retinopathy (DR)-restricted angiogenic factor identified in preclinical studies as a target for DR therapy. Previously, our group generated and characterized ML49.3, an anti-Scg3 monoclonal antibody (mAb) which we then converted into an EBP2 humanized antibody Fab fragment (hFab) with potential for clinical application. We also generated anti-Scg3 mT4 mAb and related EBP3 hFab. In this study, to identify the preferred hFab for DR therapy, we compared all four antibodies for binding, neutralizing and therapeutic activities in vitro and in vivo. Octet binding kinetics analyses revealed that ML49.3 mAb, EBP2 hFab, mT4 mAb and EBP3 hFab have Scg3-binding affinities of 35, 8.7, 0.859 and 0.116 nM, respectively. Both anti-Scg3 EBP2 and EBP3 hFabs significantly inhibited Scg3-induced proliferation and migration of human umbilical vein endothelial cells in vitro, and alleviated DR vascular leakage and choroidal neovascularization with high efficacy. Paired assays in DR mice revealed that intravitreally injected EBP3 hFab is 26.4% and 10.3% more effective than EBP2 hFab and aflibercept, respectively, for ameliorating DR leakage. In conclusion, this study confirms the markedly improved binding affinities of hFabs compared to mAbs and further identifies EBP3 hFab as the preferred antibody to develop for anti-Scg3 therapy.
Collapse
Affiliation(s)
- Chengchi Huang
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Prabuddha Waduge
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Avinash Kaur
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Hong Tian
- Everglades Biopharma, LLC, Houston, TX 77098, USA
| | - Christina Y. Weng
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX 77030, USA
| | - John Timothy Stout
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Iok-Hou Pang
- Department of Pharmaceutical Sciences, North Texas Eye Research Institute, University of North Texas, Fort Worth, TX 76107, USA
| | - Keith A. Webster
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX 77030, USA
- Everglades Biopharma, LLC, Houston, TX 77098, USA
- Department of Pharmacology, Vascular Biology Institute, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Wei Li
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX 77030, USA
| |
Collapse
|
4
|
Song BPC, Ch'ng ACW, Lim TS. Review of phage display: A jack-of-all-trades and master of most biomolecule display. Int J Biol Macromol 2024; 256:128455. [PMID: 38013083 DOI: 10.1016/j.ijbiomac.2023.128455] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/24/2023] [Accepted: 11/24/2023] [Indexed: 11/29/2023]
Abstract
Phage display was first described by George P. Smith when it was shown that virus particles were capable of presenting foreign proteins on their surface. The technology has paved the way for the evolution of various biomolecules presentation and diverse selection strategies. This unique feature has been applied as a versatile platform for numerous applications in drug discovery, protein engineering, diagnostics, and vaccine development. Over the decades, the limits of biomolecules displayed on phage particles have expanded from peptides to proteomes and even alternative scaffolds. This has allowed phage display to be viewed as a versatile display platform to accommodate various biomolecules ranging from small peptides to larger proteomes which has significantly impacted advancements in the biomedical industry. This review will explore the vast array of biomolecules that have been successfully employed in phage display technology in biomedical research.
Collapse
Affiliation(s)
- Brenda Pei Chui Song
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Angela Chiew Wen Ch'ng
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia; Analytical Biochemistry Research Centre, Universiti Sains Malaysia, 11800 Penang, Malaysia.
| |
Collapse
|
5
|
Li Y, Yang KD, Kong DC, Ye JF. Advances in phage display based nano immunosensors for cholera toxin. Front Immunol 2023; 14:1224397. [PMID: 37781379 PMCID: PMC10534012 DOI: 10.3389/fimmu.2023.1224397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 08/23/2023] [Indexed: 10/03/2023] Open
Abstract
Cholera, a persistent global public health concern, continues to cause outbreaks in approximately 30 countries and territories this year. The imperative to safeguard water sources and food from Vibrio cholerae, the causative pathogen, remains urgent. The bacterium is mainly disseminated via ingestion of contaminated water or food. Despite the plate method's gold standard status for detection, its time-consuming nature, taking several days to provide results, remains a challenge. The emergence of novel virulence serotypes raises public health concerns, potentially compromising existing detection methods. Hence, exploiting Vibrio cholerae toxin testing holds promise due to its inherent stability. Immunobiosensors, leveraging antibody specificity and sensitivity, present formidable tools for detecting diverse small molecules, encompassing drugs, hormones, toxins, and environmental pollutants. This review explores cholera toxin detection, highlighting phage display-based nano immunosensors' potential. Engineered bacteriophages exhibit exceptional cholera toxin affinity, through specific antibody fragments or mimotopes, enabling precise quantification. This innovative approach promises to reshape cholera toxin detection, offering an alternative to animal-derived methods. Harnessing engineered bacteriophages aligns with ethical detection and emphasizes sensitivity and accuracy, a pivotal stride in the evolution of detection strategies. This review primarily introduces recent advancements in phage display-based nano immunosensors for cholera toxin, encompassing technical aspects, current challenges, and future prospects.
Collapse
Affiliation(s)
- Yang Li
- General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China
- School of Nursing, Jilin University, Changchun, China
| | - Kai-di Yang
- School of Nursing, Jilin University, Changchun, China
| | - De-cai Kong
- General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China
| | - Jun-feng Ye
- General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China
| |
Collapse
|
6
|
Ji L, Waduge P, Wan W, Tian H, Li J, Zhang J, Chen R, Li W. Comparative ligandomics implicates secretogranin III as a disease‐restricted angiogenic factor in laser‐induced choroidal neovascularization. FEBS J 2022; 289:3521-3534. [DOI: 10.1111/febs.16356] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 12/23/2021] [Accepted: 01/12/2022] [Indexed: 12/15/2022]
Affiliation(s)
- Liyang Ji
- Cullen Eye Institute Department of Ophthalmology Baylor College of Medicine Houston TX USA
- Bascom Palmer Eye Institute University of Miami School of Medicine Miami FL USA
- Department of Ophthalmology The Fourth Affiliated Hospital of China Medical University Shenyang Liaoning China
| | - Prabuddha Waduge
- Cullen Eye Institute Department of Ophthalmology Baylor College of Medicine Houston TX USA
- Bascom Palmer Eye Institute University of Miami School of Medicine Miami FL USA
| | - Wencui Wan
- Bascom Palmer Eye Institute University of Miami School of Medicine Miami FL USA
- Department of Ophthalmology First Affiliated Hospital of Zhengzhou University Zhengzhou Henan China
| | - Hong Tian
- Everglades Biopharma, LLC Houston TX USA
| | - Jin Li
- Department of Molecular & Human Genetics Baylor College of Medicine Houston TX USA
| | - Jinsong Zhang
- Department of Ophthalmology The Fourth Affiliated Hospital of China Medical University Shenyang Liaoning China
| | - Rui Chen
- Department of Molecular & Human Genetics Baylor College of Medicine Houston TX USA
| | - Wei Li
- Cullen Eye Institute Department of Ophthalmology Baylor College of Medicine Houston TX USA
- Bascom Palmer Eye Institute University of Miami School of Medicine Miami FL USA
| |
Collapse
|
7
|
Abril AG, Carrera M, Notario V, Sánchez-Pérez Á, Villa TG. The Use of Bacteriophages in Biotechnology and Recent Insights into Proteomics. Antibiotics (Basel) 2022; 11:653. [PMID: 35625297 PMCID: PMC9137636 DOI: 10.3390/antibiotics11050653] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/11/2022] [Accepted: 05/12/2022] [Indexed: 12/10/2022] Open
Abstract
Phages have certain features, such as their ability to form protein-protein interactions, that make them good candidates for use in a variety of beneficial applications, such as in human or animal health, industry, food science, food safety, and agriculture. It is essential to identify and characterize the proteins produced by particular phages in order to use these viruses in a variety of functional processes, such as bacterial detection, as vehicles for drug delivery, in vaccine development, and to combat multidrug resistant bacterial infections. Furthermore, phages can also play a major role in the design of a variety of cheap and stable sensors as well as in diagnostic assays that can either specifically identify specific compounds or detect bacteria. This article reviews recently developed phage-based techniques, such as the use of recombinant tempered phages, phage display and phage amplification-based detection. It also encompasses the application of phages as capture elements, biosensors and bioreceptors, with a special emphasis on novel bacteriophage-based mass spectrometry (MS) applications.
Collapse
Affiliation(s)
- Ana G. Abril
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Santiago de Compostela, 15898 Santiago de Compostela, Spain;
- Department of Food Technology, Spanish National Research Council (CSIC), Marine Research Institute (IIM), 36208 Vigo, Spain;
| | - Mónica Carrera
- Department of Food Technology, Spanish National Research Council (CSIC), Marine Research Institute (IIM), 36208 Vigo, Spain;
| | - Vicente Notario
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA;
| | - Ángeles Sánchez-Pérez
- Sydney School of Veterinary Science, Faculty of Science, University of Sydney, Sydney, NSW 2006, Australia;
| | - Tomás G. Villa
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Santiago de Compostela, 15898 Santiago de Compostela, Spain;
| |
Collapse
|
8
|
Yue H, Li Y, Yang M, Mao C. T7 Phage as an Emerging Nanobiomaterial with Genetically Tunable Target Specificity. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2103645. [PMID: 34914854 PMCID: PMC8811829 DOI: 10.1002/advs.202103645] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 10/27/2021] [Indexed: 05/05/2023]
Abstract
Bacteriophages, also known as phages, are specific antagonists against bacteria. T7 phage has drawn massive attention in precision medicine owing to its distinctive advantages, such as short replication cycle, ease in displaying peptides and proteins, high stability and cloning efficiency, facile manipulation, and convenient storage. By introducing foreign gene into phage DNA, T7 phage can present foreign peptides or proteins site-specifically on its capsid, enabling it to become a nanoparticle that can be genetically engineered to screen and display a peptide or protein capable of recognizing a specific target with high affinity. This review critically introduces the biomedical use of T7 phage, ranging from the detection of serological biomarkers and bacterial pathogens, recognition of cells or tissues with high affinity, design of gene vectors or vaccines, to targeted therapy of different challenging diseases (e.g., bacterial infection, cancer, neurodegenerative disease, inflammatory disease, and foot-mouth disease). It also discusses perspectives and challenges in exploring T7 phage, including the understanding of its interactions with human body, assembly into scaffolds for tissue regeneration, integration with genome editing, and theranostic use in clinics. As a genetically modifiable biological nanoparticle, T7 phage holds promise as biomedical imaging probes, therapeutic agents, drug and gene carriers, and detection tools.
Collapse
Affiliation(s)
- Hui Yue
- School of Materials Science and EngineeringZhejiang UniversityHangzhouZhejiang310027P. R. China
| | - Yan Li
- Institute of Applied Bioresource ResearchCollege of Animal ScienceZhejiang UniversityYuhangtang Road 866HangzhouZhejiang310058P. R. China
| | - Mingying Yang
- Institute of Applied Bioresource ResearchCollege of Animal ScienceZhejiang UniversityYuhangtang Road 866HangzhouZhejiang310058P. R. China
| | - Chuanbin Mao
- School of Materials Science and EngineeringZhejiang UniversityHangzhouZhejiang310027P. R. China
- Department of Chemistry and BiochemistryStephenson Life Science Research CenterInstitute for Biomedical Engineering, Science and TechnologyUniversity of Oklahoma101 Stephenson ParkwayNormanOklahoma73019‐5251USA
| |
Collapse
|
9
|
Dai C, Waduge P, Ji L, Huang C, He Y, Tian H, Zuniga-Sanchez E, Bhatt A, Pang IH, Su G, Webster KA, Li W. Secretogranin III stringently regulates pathological but not physiological angiogenesis in oxygen-induced retinopathy. Cell Mol Life Sci 2022; 79:63. [PMID: 35006382 PMCID: PMC9007175 DOI: 10.1007/s00018-021-04111-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 11/29/2021] [Accepted: 12/17/2021] [Indexed: 01/12/2023]
Abstract
Conventional angiogenic factors, such as vascular endothelial growth factor (VEGF), regulate both pathological and physiological angiogenesis indiscriminately, and their inhibitors may elicit adverse side effects. Secretogranin III (Scg3) was recently reported to be a diabetes-restricted VEGF-independent angiogenic factor, but the disease selectivity of Scg3 in retinopathy of prematurity (ROP), a retinal disease in preterm infants with concurrent pathological and physiological angiogenesis, was not defined. Here, using oxygen-induced retinopathy (OIR) mice, a surrogate model of ROP, we quantified an exclusive binding of Scg3 to diseased versus healthy developing neovessels that contrasted sharply with the ubiquitous binding of VEGF. Functional immunohistochemistry visualized Scg3 binding exclusively to disease-related disorganized retinal neovessels and neovascular tufts, whereas VEGF bound to both disorganized and well-organized neovessels. Homozygous deletion of the Scg3 gene showed undetectable effects on physiological retinal neovascularization but markedly reduced the severity of OIR-induced pathological angiogenesis. Furthermore, anti-Scg3 humanized antibody Fab (hFab) inhibited pathological angiogenesis with similar efficacy to anti-VEGF aflibercept. Aflibercept dose-dependently blocked physiological angiogenesis in neonatal retinas, whereas anti-Scg3 hFab was without adverse effects at any dose and supported a therapeutic window at least 10X wider than that of aflibercept. Therefore, Scg3 stringently regulates pathological but not physiological angiogenesis, and anti-Scg3 hFab satisfies essential criteria for development as a safe and effective disease-targeted anti-angiogenic therapy for ROP.
Collapse
Affiliation(s)
- Chang Dai
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, USA
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
| | - Prabuddha Waduge
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, USA
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
| | - Liyang Ji
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, USA
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
| | - Chengchi Huang
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, USA
| | - Ye He
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
| | - Hong Tian
- Everglades Biopharma, LLC, Houston, TX, USA
| | | | - Amit Bhatt
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, USA
- Texas Children Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Iok-Hou Pang
- Department of Pharmaceutical Sciences, North Texas Eye Research Institute, University of North Texas, Fort Worth, TX, USA
| | - Guanfang Su
- Department of Ophthalmology, The Second Hospital of Jilin University, #218 Ziqiang Street, Changchun, Jilin, China
| | - Keith A Webster
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, USA
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
- Everglades Biopharma, LLC, Houston, TX, USA
| | - Wei Li
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX, USA.
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA.
| |
Collapse
|
10
|
Ji L, Waduge P, Hao L, Kaur A, Wan W, Wu Y, Tian H, Zhang J, Webster KA, Li W. Selectively targeting disease-restricted secretogranin III to alleviate choroidal neovascularization. FASEB J 2022; 36:e22106. [PMID: 34918375 PMCID: PMC8694659 DOI: 10.1096/fj.202101085rr] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 11/25/2021] [Accepted: 12/02/2021] [Indexed: 01/03/2023]
Abstract
Choroidal neovascularization (CNV), a leading cause of blindness in the elderly, is routinely treated with vascular endothelial growth factor (VEGF) inhibitors that have limited efficacy and potentially adverse side effects. An unmet clinical need is to develop novel therapies against other angiogenic factors for alternative or combination treatment to improve efficacy and safety. We recently described secretogranin III (Scg3) as a disease-selective angiogenic factor, causally linked to diabetic retinopathy and acting independently of the VEGF pathway. An important question is whether such a disease-selective Scg3 pathway contributes to other states of pathological angiogenesis beyond diabetic retinopathy. By applying a novel in vivo endothelial ligand binding assay, we found that the binding of Scg3 to CNV vessels in live mice was markedly increased over background binding to healthy choriocapillaris and blocked by an Scg3-neutralizing antibody, whereas VEGF showed no such differential binding. Intravitreal injection of anti-Scg3 humanized antibody Fab (hFab) inhibited Matrigel-induced CNV with similar efficacy to the anti-VEGF drug aflibercept. Importantly, a combination of anti-Scg3 hFab and aflibercept synergistically alleviated CNV. Homozygous deletion of the Scg3 gene markedly reduced CNV severity and abolished the therapeutic activity of anti-Scg3 hFab, but not aflibercept, suggesting a role for Scg3 in VEGF-independent CNV pathogenesis and therapy. Our work demonstrates the stringent disease selectivity of Scg3 binding and positions anti-Scg3 hFab as a next-generation disease-targeted anti-angiogenic therapy for CNV.
Collapse
Affiliation(s)
- Liyang Ji
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX.,Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL.,Department of Ophthalmology, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
| | - Prabuddha Waduge
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX.,Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL
| | - Lili Hao
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL.,Department of Ophthalmology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Avinash Kaur
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX.,Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL
| | - Wencui Wan
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL.,Department of Ophthalmology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yan Wu
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL
| | - Hong Tian
- Everglades Biopharma, LLC, Houston, TX
| | - Jinsong Zhang
- Department of Ophthalmology, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
| | - Keith A. Webster
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX.,Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL.,Everglades Biopharma, LLC, Houston, TX
| | - Wei Li
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, TX.,Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL
| |
Collapse
|
11
|
Davydova EK. Protein Engineering: Advances in Phage Display for Basic Science and Medical Research. BIOCHEMISTRY. BIOKHIMIIA 2022; 87:S146-S110. [PMID: 35501993 PMCID: PMC8802281 DOI: 10.1134/s0006297922140127] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/28/2021] [Accepted: 11/02/2021] [Indexed: 12/03/2022]
Abstract
Functional Protein Engineering became the hallmark in biomolecule manipulation in the new millennium, building on and surpassing the underlying structural DNA manipulation and recombination techniques developed and employed in the last decades of 20th century. Because of their prominence in almost all biological processes, proteins represent extremely important targets for engineering enhanced or altered properties that can lead to improvements exploitable in healthcare, medicine, research, biotechnology, and industry. Synthetic protein structures and functions can now be designed on a computer and/or evolved using molecular display or directed evolution methods in the laboratory. This review will focus on the recent trends in protein engineering and the impact of this technology on recent progress in science, cancer- and immunotherapies, with the emphasis on the current achievements in basic protein research using synthetic antibody (sABs) produced by phage display pipeline in the Kossiakoff laboratory at the University of Chicago (KossLab). Finally, engineering of the highly specific binding modules, such as variants of Streptococcal protein G with ultra-high orthogonal affinity for natural and engineered antibody scaffolds, and their possible applications as a plug-and-play platform for research and immunotherapy will be described.
Collapse
Affiliation(s)
- Elena K Davydova
- The University of Chicago, Department of Biochemistry and Molecular Biology, Chicago, IL 60637, USA.
| |
Collapse
|
12
|
Tian H, Shakya A, Chen R, Wang F, Wu W, Li W. Comparative Ligandomic Analysis of Human Lung Epithelial Cells Exposed to PM 2.5. BIOMEDICAL AND ENVIRONMENTAL SCIENCES : BES 2020; 33:165-173. [PMID: 32209175 PMCID: PMC7607556 DOI: 10.3967/bes2020.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 12/16/2019] [Indexed: 05/30/2023]
Abstract
OBJECTIVE To investigate whether exposure to particulate matter of diameter equal to or less than 2.5 μm (PM 2.5) alters the response of lung epithelial cells to extrinsic regulation by globally profiling cell surface ligands and quantifying their binding activity. METHODS Human A549 lung epithelial cells (LECs) were treated with or without PM 2.5. Ligandomic profiling was applied to these cells for the global identification of LEC-binding ligands with simultaneous quantification of binding activity. Quantitative comparisons of the entire ligandome profiles systematically identified ligands with increased or decreased binding to PM 2.5-treated LECs. RESULTS We found 143 ligands with increased binding to PM 2.5-treated LECs and 404 ligands with decreased binding. Many other ligands showed no change in binding activity. For example, apolipoprotein E (ApoE), Notch2, and growth arrest-specific 6 (Gas6) represent ligands with increased, decreased, or unchanged binding activity, respectively. Both ApoE and Gas6 are phagocytosis ligands, suggesting that phagocytic receptors on LECs after stimulation with PM 2.5 were differentially upregulated by PM 2.5. CONCLUSION These results suggest that the newly-developed ligandomics is a valuable approach to globally profile the response of LECs to PM 2.5 in terms of regulating the expression of cell surface receptors, as quantified by ligand binding activity. This quantitative ligandome profiling will provide in-depth understanding of the LEC molecular response on the cell surface to particulate matter air pollution.
Collapse
Affiliation(s)
- Hong Tian
- School of Public Health, Xinxiang Medical University, Xinxiang, Henan, 453003, China
| | - Akhalesh Shakya
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida 33136
| | - Rui Chen
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030
| | - Feng Wang
- Department of Genomic Medicine, UT MD Anderson Cancer Center. Houston TX 77054
| | - Weidong Wu
- School of Public Health, Xinxiang Medical University, Xinxiang, Henan, 453003, China
| | - Wei Li
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida 33136
| |
Collapse
|
13
|
Sokullu E, Soleymani Abyaneh H, Gauthier MA. Plant/Bacterial Virus-Based Drug Discovery, Drug Delivery, and Therapeutics. Pharmaceutics 2019; 11:E211. [PMID: 31058814 PMCID: PMC6572107 DOI: 10.3390/pharmaceutics11050211] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 04/23/2019] [Accepted: 04/25/2019] [Indexed: 02/06/2023] Open
Abstract
Viruses have recently emerged as promising nanomaterials for biotechnological applications. One of the most important applications of viruses is phage display, which has already been employed to identify a broad range of potential therapeutic peptides and antibodies, as well as other biotechnologically relevant polypeptides (including protease inhibitors, minimizing proteins, and cell/organ targeting peptides). Additionally, their high stability, easily modifiable surface, and enormous diversity in shape and size, distinguish viruses from synthetic nanocarriers used for drug delivery. Indeed, several plant and bacterial viruses (e.g., phages) have been investigated and applied as drug carriers. The ability to remove the genetic material within the capsids of some plant viruses and phages produces empty viral-like particles that are replication-deficient and can be loaded with therapeutic agents. This review summarizes the current applications of plant viruses and phages in drug discovery and as drug delivery systems and includes a discussion of the present status of virus-based materials in clinical research, alongside the observed challenges and opportunities.
Collapse
Affiliation(s)
- Esen Sokullu
- Institut National de la Recherche Scientifique (INRS), EMT Research Center, Varennes, QC J3X 1S2, Canada.
| | - Hoda Soleymani Abyaneh
- Institut National de la Recherche Scientifique (INRS), EMT Research Center, Varennes, QC J3X 1S2, Canada.
| | - Marc A Gauthier
- Institut National de la Recherche Scientifique (INRS), EMT Research Center, Varennes, QC J3X 1S2, Canada.
| |
Collapse
|
14
|
Rong X, Tian H, Yang L, Li W. Function-first ligandomics for ocular vascular research and drug target discovery. Exp Eye Res 2019; 182:57-64. [PMID: 30904565 DOI: 10.1016/j.exer.2019.03.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 02/21/2019] [Accepted: 03/15/2019] [Indexed: 12/29/2022]
Abstract
Human eyes may develop different vascular diseases with neovascularization and/or leakage, including wet age-related macular degeneration (AMD), diabetic macular edema (DME), proliferative diabetic retinopathy (PDR), retinopathy of prematurity, corneal neovascularization and intraocular tumors. A breakthrough in therapy is the advent and approval of vascular endothelial growth factor (VEGF) inhibitors. However, anti-VEGF drugs not only have limited efficacy to treat AMD, DME and PDR but also are not approved for other ocular indications. The key to addressing these unmet clinical needs is to develop novel therapies against VEGF-independent angiogenic factors or signaling pathways for alternative or combination therapy. We recently developed the first paradigm of ligandomics for global mapping of cell-wide ligands as well as disease-selective ligands. Therapies targeting disease-selective angiogenic or vascular leakage factors likely have high efficacy, minimal side effects, wide therapeutic windows and relatively low drug attrition rates. A critical challenge is how to distinguish between genuine drug targets and spurious hits identified by high-throughput ligandomics. Here we exploited the unique advantages of the eye and extracellular ligands by combining ligandomics with "function-first" and/or "therapy-first" analyses to efficiently characterize functional activity, disease selectivity, pathogenic role and therapeutic potential of identified ligands. The innovative function- or therapy-first ligandomics will systematically and reliably delineate disease-selective angiogenic or vascular leakage factors and markedly facilitate ocular vascular research and ligand-guided targeted anti-angiogenic therapy.
Collapse
Affiliation(s)
- Xin Rong
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami Miller School of Medicine, Miami, FL, USA; Department of Ophthalmology, Peking University First Hospital, Beijing, China
| | | | - Liu Yang
- Department of Ophthalmology, Peking University First Hospital, Beijing, China
| | - Wei Li
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami Miller School of Medicine, Miami, FL, USA.
| |
Collapse
|
15
|
Tang F, LeBlanc ME, Wang W, Liang D, Chen P, Chou TH, Tian H, Li W. Anti-secretogranin III therapy of oxygen-induced retinopathy with optimal safety. Angiogenesis 2019; 22:369-382. [PMID: 30644010 DOI: 10.1007/s10456-019-09662-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Accepted: 01/07/2019] [Indexed: 12/17/2022]
Abstract
Retinopathy of prematurity (ROP) with pathological retinal neovascularization is the most common cause of blindness in children. ROP is currently treated with laser therapy or cryotherapy, both of which may adversely affect the peripheral vision with limited efficacy. Owing to the susceptibility of the developing retina and vasculatures to pharmacological intervention, there is currently no approved drug therapy for ROP in preterm infants. Secretogranin III (Scg3) was recently discovered as a highly disease-restricted angiogenic factor, and a Scg3-neutralizing monoclonal antibody (mAb) was reported with high efficacy to alleviate oxygen-induced retinopathy (OIR) in mice, a surrogate model of ROP. Herein we independently investigated the efficacy of anti-Scg3 mAb in OIR mice and characterized its safety in neonatal mice. We developed a new Scg3-neutralizing mAb recognizing a distinct epitope and independently established the therapeutic activity of anti-Scg3 therapy to alleviate OIR-induced pathological retinal neovascularization in mice. Importantly, anti-Scg3 mAb showed no detectable adverse effects on electroretinography and developing retinal vasculature. Furthermore, systemic anti-Scg3 mAb induced no renal tubular injury or abnormality in kidney vessel development and body weight gain of neonatal mice. In contrast, anti-vascular endothelial growth factor drug aflibercept showed significant side effects in neonatal mice. These results suggest that anti-Scg3 mAb may have the safety and efficacy profiles required for ROP therapy.
Collapse
Affiliation(s)
- Fen Tang
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Michelle E LeBlanc
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
| | - Weiwen Wang
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
| | - Dan Liang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Ping Chen
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
- Department of Ophthalmology, Renji Hospital of Shanghai Jiaotong University, Shanghai, China
| | - Tsung-Han Chou
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA
| | - Hong Tian
- Everglades Biopharma, LLC, Miami, FL, USA
| | - Wei Li
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL, USA.
| |
Collapse
|
16
|
Ligandomics: a paradigm shift in biological drug discovery. Drug Discov Today 2018; 23:636-643. [PMID: 29326083 DOI: 10.1016/j.drudis.2018.01.013] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Revised: 11/10/2017] [Accepted: 01/04/2018] [Indexed: 02/06/2023]
Abstract
As productivity of pharmaceutical research and development (R&D) for small-molecule drugs declines, the trend in drug discovery strategies is shifting towards biologics, which predominantly target secreted or cell surface proteins. Receptors and ligands are the most-valuable drug targets. In contrast to conventional approaches of discovering one ligand at a time, the emerging technology of ligandomics can systematically map disease-selective cellular ligands in the absence of molecular probes. Biologics targeting these ligands with disease selectivity have the advantages of high efficacy, minimal adverse effects, wide therapeutic indices, and low safety-related attrition rates. Therefore, ligandomics represents a paradigm shift to address the bottleneck of target discovery for biologics development.
Collapse
|
17
|
Abstract
Novel affinity agents with high specificity are needed to make progress in disease diagnosis and therapy. Over the last several years, peptides have been considered to have fundamental benefits over other affinity agents, such as antibodies, due to their fast blood clearance, low immunogenicity, rapid tissue penetration, and reproducible chemical synthesis. These features make peptides ideal affinity agents for applications in disease diagnostics and therapeutics for a wide variety of afflictions. Virus-derived peptide techniques provide a rapid, robust, and high-throughput way to identify organism-targeting peptides with high affinity and selectivity. Here, we will review viral peptide display techniques, how these techniques have been utilized to select new organism-targeting peptides, and their numerous biomedical applications with an emphasis on targeted imaging, diagnosis, and therapeutic techniques. In the future, these virus-derived peptides may be used as common diagnosis and therapeutics tools in local clinics.
Collapse
Affiliation(s)
- Mingying Yang
- Institute of Applied Bioresource Research, College of Animal Science, Zhejiang University, Yuhangtang Road 866, Hangzhou 310058, China
| | - Kegan Sunderland
- Department of Chemistry & Biochemistry, Stephenson Life Science Research Center, University of Oklahoma, 101 Stephenson Parkway, Norman, Oklahoma 73019, United States
| | - Chuanbin Mao
- Department of Chemistry & Biochemistry, Stephenson Life Science Research Center, University of Oklahoma, 101 Stephenson Parkway, Norman, Oklahoma 73019, United States
- School of Materials Science and Engineering, Zhejiang University, Hangzhou, Zhejiang 310027, China
| |
Collapse
|
18
|
LeBlanc ME, Wang W, Chen X, Caberoy NB, Guo F, Shen C, Ji Y, Tian H, Wang H, Chen R, Li W. Secretogranin III as a disease-associated ligand for antiangiogenic therapy of diabetic retinopathy. J Exp Med 2017; 214:1029-1047. [PMID: 28330905 PMCID: PMC5379984 DOI: 10.1084/jem.20161802] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Revised: 12/23/2016] [Accepted: 02/15/2017] [Indexed: 12/20/2022] Open
Abstract
LeBlanc et al. uncover secretogranin III (Scg3) as a unique disease-associated vascular permeability and angiogenic factor using comparative ligandomics. Scg3-neutralizing antibodies alleviate vascular leakage in diabetic retinopathy mice and retinal neovascularization in oxygen-induced retinopathy mice with high efficacy. Diabetic retinopathy (DR) is a leading cause of vision loss with retinal vascular leakage and/or neovascularization. Current antiangiogenic therapy against vascular endothelial growth factor (VEGF) has limited efficacy. In this study, we applied a new technology of comparative ligandomics to diabetic and control mice for the differential mapping of disease-related endothelial ligands. Secretogranin III (Scg3) was discovered as a novel disease-associated ligand with selective binding and angiogenic activity in diabetic but not healthy vessels. In contrast, VEGF bound to and induced angiogenesis in both diabetic and normal vasculature. Scg3 and VEGF signal through distinct receptor pathways. Importantly, Scg3-neutralizing antibodies alleviated retinal vascular leakage in diabetic mice with high efficacy. Furthermore, anti-Scg3 prevented retinal neovascularization in oxygen-induced retinopathy mice, a surrogate model for retinopathy of prematurity (ROP). ROP is the most common cause of vision impairment in children, with no approved drug therapy. These results suggest that Scg3 is a promising target for novel antiangiogenic therapy of DR and ROP.
Collapse
Affiliation(s)
- Michelle E LeBlanc
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136
| | - Weiwen Wang
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136
| | - Xiuping Chen
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136.,Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai 200433, China
| | - Nora B Caberoy
- School of Life Sciences, University of Nevada Las Vegas, Las Vegas, NV 89154
| | - Feiye Guo
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136
| | - Chen Shen
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136
| | - Yanli Ji
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136.,Department of Ophthalmology, Zhengzhou Eye Hospital, Zhengzhou 450000, Henan, China
| | - Hong Tian
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136.,School of Public Health, Xinxiang Medical University, Xinxiang, Henan 453003, China.,Everglades Biopharma, Miami, FL 33156
| | - Hui Wang
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030
| | - Rui Chen
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030
| | - Wei Li
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136 .,Vascular Biology Institute, University of Miami School of Medicine, Miami, FL 33136
| |
Collapse
|
19
|
LeBlanc ME, Wang W, Chen X, Ji Y, Shakya A, Shen C, Zhang C, Gonzalez V, Brewer M, Ma JX, Wen R, Zhang F, Li W. The regulatory role of hepatoma-derived growth factor as an angiogenic factor in the eye. Mol Vis 2016; 22:374-86. [PMID: 27122967 PMCID: PMC4842004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2015] [Accepted: 04/21/2016] [Indexed: 11/27/2022] Open
Abstract
PURPOSE Hepatoma-derived growth factor (HDGF) is a mitogen that promotes endothelial proliferation and neuronal survival. Using a unique technology of ligandomics, we recently identified HDGF as a retinal endothelial binding protein. The purpose of this study is to examine the role of HDGF in regulating ocular vasculature and the expression of HDGF in the retina. METHODS HDGF expression in the retinal was analyzed with western blot and immunohistochemistry. Angiogenic activity was investigated in human retinal microvascular endothelial cells (HRMVECs) with in vitro endothelial proliferation, migration, and permeability assays. In vivo angiogenic activity was quantified with a corneal pocket assay. The Evans blue assay and western blot using anti-mouse albumin were performed to detect the capacity of HDGF to induce retinal vascular leakage. RESULTS Immunohistochemistry revealed that HDGF is expressed in the retina with a distinct pattern. HDGF was detected in retinal ganglion cells and the inner nuclear layer but not in the inner plexiform layer, suggesting that HDGF is expressed in the nucleus, but not in the cytoplasm, of retinal neurons. In contrast to family member HDGF-related protein 3 (HRP-3) that has no expression in photoreceptors, HDGF is also present in the outer nuclear layer and the inner and outer segments of photoreceptors. This suggests that HDGF is expressed in the nucleus as well as the cytoplasm of photoreceptors. In vitro functional assays showed that HDGF induced the proliferation, migration, and permeability of HRMVECs. Corneal pocket assay indicated that HDGF directly stimulated angiogenesis in vivo. Intravitreal injection of HDGF significantly induced retinal vascular leakage. CONCLUSIONS These results suggest that HDGF is an angiogenic factor that regulates retinal vasculature in physiologic and pathological conditions. Identification of HDGF by ligandomics and its independent characterization in this study also support the validity of this new technology for systematic identification of cellular ligands, including angiogenic factors.
Collapse
Affiliation(s)
- Michelle E. LeBlanc
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL
| | - Weiwen Wang
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL
| | - Xiuping Chen
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL,Department of Ophthalmology, Zhongshan Hospital of Fudan University, Shanghai, China
| | - Yanli Ji
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL,Department of Ophthalmology, 2nd People’s Hospital of Zhengzhou, Zhengzhou, Henan, China
| | - Akhalesh Shakya
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL
| | - Chen Shen
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL
| | - Chenming Zhang
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL,Department of Ophthalmology, Jinan 2nd People’s Hospital, Jinan, China
| | - Vivianne Gonzalez
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL
| | - Megan Brewer
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL
| | - Jian-xing Ma
- Department of Physiology, the University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Rong Wen
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL
| | - Fangliang Zhang
- Department of Molecular and Cellular Pharmacology, Sylvester Comprehensive Cancer Center, University of Miami, School of Medicine
| | - Wei Li
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL,Vascular Biology Institute, University of Miami School of Medicine, Miami, FL
| |
Collapse
|
20
|
Zhou M, Li Q, Wang R. Current Experimental Methods for Characterizing Protein-Protein Interactions. ChemMedChem 2016; 11:738-56. [PMID: 26864455 PMCID: PMC7162211 DOI: 10.1002/cmdc.201500495] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 01/08/2016] [Indexed: 12/14/2022]
Abstract
Protein molecules often interact with other partner protein molecules in order to execute their vital functions in living organisms. Characterization of protein-protein interactions thus plays a central role in understanding the molecular mechanism of relevant protein molecules, elucidating the cellular processes and pathways relevant to health or disease for drug discovery, and charting large-scale interaction networks in systems biology research. A whole spectrum of methods, based on biophysical, biochemical, or genetic principles, have been developed to detect the time, space, and functional relevance of protein-protein interactions at various degrees of affinity and specificity. This article presents an overview of these experimental methods, outlining the principles, strengths and limitations, and recent developments of each type of method.
Collapse
Affiliation(s)
- Mi Zhou
- State Key Laboratory of Bioorganic & Natural Products Chemistry, Collaborative Innovation Center of Chemistry for Life Sciences, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Rd, Shanghai, 200032, People's Republic of China
| | - Qing Li
- State Key Laboratory of Bioorganic & Natural Products Chemistry, Collaborative Innovation Center of Chemistry for Life Sciences, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Rd, Shanghai, 200032, People's Republic of China
| | - Renxiao Wang
- State Key Laboratory of Bioorganic & Natural Products Chemistry, Collaborative Innovation Center of Chemistry for Life Sciences, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Rd, Shanghai, 200032, People's Republic of China.
- State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Avenida Wai Long, Macau, 999078, People's Republic of China.
| |
Collapse
|
21
|
Zhou M, Li Q, Wang R. Current Experimental Methods for Characterizing Protein-Protein Interactions. ChemMedChem 2016. [PMID: 26864455 DOI: 10.1002/cmdc.201500495.] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Protein molecules often interact with other partner protein molecules in order to execute their vital functions in living organisms. Characterization of protein-protein interactions thus plays a central role in understanding the molecular mechanism of relevant protein molecules, elucidating the cellular processes and pathways relevant to health or disease for drug discovery, and charting large-scale interaction networks in systems biology research. A whole spectrum of methods, based on biophysical, biochemical, or genetic principles, have been developed to detect the time, space, and functional relevance of protein-protein interactions at various degrees of affinity and specificity. This article presents an overview of these experimental methods, outlining the principles, strengths and limitations, and recent developments of each type of method.
Collapse
Affiliation(s)
- Mi Zhou
- State Key Laboratory of Bioorganic & Natural Products Chemistry, Collaborative Innovation Center of Chemistry for Life Sciences, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Rd, Shanghai, 200032, People's Republic of China
| | - Qing Li
- State Key Laboratory of Bioorganic & Natural Products Chemistry, Collaborative Innovation Center of Chemistry for Life Sciences, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Rd, Shanghai, 200032, People's Republic of China
| | - Renxiao Wang
- State Key Laboratory of Bioorganic & Natural Products Chemistry, Collaborative Innovation Center of Chemistry for Life Sciences, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Rd, Shanghai, 200032, People's Republic of China. .,State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Avenida Wai Long, Macau, 999078, People's Republic of China.
| |
Collapse
|
22
|
Wu CH, Liu IJ, Lu RM, Wu HC. Advancement and applications of peptide phage display technology in biomedical science. J Biomed Sci 2016; 23:8. [PMID: 26786672 PMCID: PMC4717660 DOI: 10.1186/s12929-016-0223-x] [Citation(s) in RCA: 208] [Impact Index Per Article: 23.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2015] [Accepted: 01/11/2016] [Indexed: 12/25/2022] Open
Abstract
Combinatorial phage library is a powerful research tool for high-throughput screening of protein interactions. Of all available molecular display techniques, phage display has proven to be the most popular approach. Screening phage-displayed random peptide libraries is an effective means of identifying peptides that can bind target molecules and regulate their function. Phage-displayed peptide libraries can be used for (i) B-cell and T-cell epitope mapping, (ii) selection of bioactive peptides bound to receptors or proteins, disease-specific antigen mimics, peptides bound to non-protein targets, cell-specific peptides, or organ-specific peptides, and (iii) development of peptide-mediated drug delivery systems and other applications. Targeting peptides identified using phage display technology may be useful for basic research and translational medicine. In this review article, we summarize the latest technological advancements in the application of phage-displayed peptide libraries to applied biomedical sciences.
Collapse
Affiliation(s)
- Chien-Hsun Wu
- Institute of Cellular and Organismic Biology, Academia Sinica, 128 Academia Road, Section 2, Nankang, Taipei, 11529, Taiwan
| | - I-Ju Liu
- Institute of Cellular and Organismic Biology, Academia Sinica, 128 Academia Road, Section 2, Nankang, Taipei, 11529, Taiwan
| | - Ruei-Min Lu
- Institute of Cellular and Organismic Biology, Academia Sinica, 128 Academia Road, Section 2, Nankang, Taipei, 11529, Taiwan
| | - Han-Chung Wu
- Institute of Cellular and Organismic Biology, Academia Sinica, 128 Academia Road, Section 2, Nankang, Taipei, 11529, Taiwan.
| |
Collapse
|
23
|
LeBlanc ME, Wang W, Caberoy NB, Chen X, Guo F, Alvarado G, Shen C, Wang F, Wang H, Chen R, Liu ZJ, Webster K, Li W. Hepatoma-derived growth factor-related protein-3 is a novel angiogenic factor. PLoS One 2015; 10:e0127904. [PMID: 25996149 PMCID: PMC4440747 DOI: 10.1371/journal.pone.0127904] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Accepted: 04/21/2015] [Indexed: 12/23/2022] Open
Abstract
Hepatoma-derived growth factor-related protein-3 (Hdgfrp3 or HRP-3) was recently reported as a neurotrophic factor and is upregulated in hepatocellular carcinoma to promote cancer cell survival. Here we identified HRP-3 as a new endothelial ligand and characterized its in vitro and in vivo functional roles and molecular signaling. We combined open reading frame phage display with multi-round in vivo binding selection to enrich retinal endothelial ligands, which were systematically identified by next generation DNA sequencing. One of the identified endothelial ligands was HRP-3. HRP-3 expression in the retina and brain was characterized by Western blot and immunohistochemistry. Cell proliferation assay showed that HRP-3 stimulated the growth of human umbilical vein endothelial cells (HUVECs). HRP-3 induced tube formation of HUVECs in culture. Wound healing assay indicated that HRP-3 promoted endothelial cell migration. HRP-3 was further confirmed for its in vitro angiogenic activity by spheroid sprouting assay. HRP-3 extrinsically activated the extracellular-signal-regulated kinase ½ (ERK1/2) pathway in endothelial cells. The angiogenic activity of HRP-3 was independently verified by mouse cornea pocket assay. Furthermore, in vivo Matrigel plug assay corroborated HRP-3 activity to promote new blood vessel formation. These results demonstrated that HRP-3 is a novel angiogenic factor.
Collapse
Affiliation(s)
- Michelle E. LeBlanc
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, United States of America
| | - Weiwen Wang
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, United States of America
| | - Nora B. Caberoy
- School of Life Sciences, University of Nevada Las Vegas, Las Vegas, Nevada, United States of America
| | - Xiuping Chen
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, United States of America
- Department of Ophthalmology, Zhongshan Hospital of Fudan University, Shanghai, China
| | - Feiye Guo
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, United States of America
| | - Gabriela Alvarado
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, United States of America
| | - Chen Shen
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, United States of America
| | - Feng Wang
- Dept. of Molecular & Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Hui Wang
- Dept. of Molecular & Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Rui Chen
- Dept. of Molecular & Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Zhao-Jun Liu
- Vascular Biology Institute, University of Miami School of Medicine, Miami, Florida, United States of America
| | - Keith Webster
- Vascular Biology Institute, University of Miami School of Medicine, Miami, Florida, United States of America
| | - Wei Li
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, United States of America
- Vascular Biology Institute, University of Miami School of Medicine, Miami, Florida, United States of America
- * E-mail:
| |
Collapse
|
24
|
Ding Y, Caberoy NB, Guo F, LeBlanc ME, Zhang C, Wang W, Wang F, Chen R, Li W. Reticulocalbin-1 facilitates microglial phagocytosis. PLoS One 2015; 10:e0126993. [PMID: 25992960 PMCID: PMC4436338 DOI: 10.1371/journal.pone.0126993] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Accepted: 04/09/2015] [Indexed: 12/26/2022] Open
Abstract
Phagocytosis is critical to the clearance of apoptotic cells, cellular debris and deleterious metabolic products for tissue homeostasis. Phagocytosis ligands directly recognizing deleterious cargos are the key to defining the functional roles of phagocytes, but are traditionally identified on a case-by-case basis with technical challenges. As a result, extrinsic regulation of phagocytosis is poorly defined. Here we demonstrate that microglial phagocytosis ligands can be systematically identified by a new approach of functional screening. One of the identified ligands is reticulocalbin-1 (Rcn1), which was originally reported as a Ca2+-binding protein with a strict expression in the endoplasmic reticulum. Our results showed that Rcn1 can be secreted from healthy cells and that secreted Rcn1 selectively bound to the surface of apoptotic neurons, but not healthy neurons. Independent characterization revealed that Rcn1 stimulated microglial phagocytosis of apoptotic but not healthy neurons. Ingested apoptotic cells were targeted to phagosomes and co-localized with phagosome marker Rab7. These data suggest that Rcn1 is a genuine phagocytosis ligand. The new approach described in this study will enable systematic identification of microglial phagocytosis ligands with broad applicability to many other phagocytes.
Collapse
Affiliation(s)
- Ying Ding
- Bascom Palmer Eye Institute, Dept. of Ophthalmology, University of Miami School of Medicine, Miami, FL, 33136, United States of America
| | - Nora B. Caberoy
- School of Life Sciences, University of Nevada Las Vegas, Las Vegas, NV, 89154, United States of America
| | - Feiye Guo
- Bascom Palmer Eye Institute, Dept. of Ophthalmology, University of Miami School of Medicine, Miami, FL, 33136, United States of America
| | - Michelle E. LeBlanc
- Bascom Palmer Eye Institute, Dept. of Ophthalmology, University of Miami School of Medicine, Miami, FL, 33136, United States of America
| | - Chenming Zhang
- Bascom Palmer Eye Institute, Dept. of Ophthalmology, University of Miami School of Medicine, Miami, FL, 33136, United States of America
- Jinan 2 People’s Hospital, Jinan, 250001, China
| | - Weiwen Wang
- Bascom Palmer Eye Institute, Dept. of Ophthalmology, University of Miami School of Medicine, Miami, FL, 33136, United States of America
| | - Feng Wang
- Dept. of Molecular & Human Genetics, Baylor College of Medicine, Houston, TX, 77030, United States of America
| | - Rui Chen
- Dept. of Molecular & Human Genetics, Baylor College of Medicine, Houston, TX, 77030, United States of America
| | - Wei Li
- Bascom Palmer Eye Institute, Dept. of Ophthalmology, University of Miami School of Medicine, Miami, FL, 33136, United States of America
- Neuroscience Program, University of Miami School of Medicine, Miami, FL, 33136, United States of America
- * E-mail:
| |
Collapse
|
25
|
Guo F, Ding Y, Caberoy N, Alvarado G, Wang F, Chen R, Li W. ABCF1 extrinsically regulates retinal pigment epithelial cell phagocytosis. Mol Biol Cell 2015; 26:2311-20. [PMID: 25904329 PMCID: PMC4462947 DOI: 10.1091/mbc.e14-09-1343] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Accepted: 04/14/2015] [Indexed: 12/24/2022] Open
Abstract
Intracellular ABCF1 is identified and characterized as a new ligand to extrinsically stimulate retinal pigment epithelial cell phagocytosis. A new approach developed in this study is broadly applicable to many other phagocytes and will enable systematic elucidation of their ligands to broaden understanding of extrinsic regulation and cargo recognition. Phagocytosis of shed photoreceptor outer segments (POSs) by retinal pigment epithelial (RPE) cells is critical to retinal homeostasis and shares many conserved signaling pathways with other phagocytes, including extrinsic regulations. Phagocytotic ligands are the key to cargo recognition, engulfment initiation, and activity regulation. In this study, we identified intracellular protein ATP-binding cassette subfamily F member 1 (ABCF1) as a novel RPE phagocytotic ligand by a new approach of functional screening. ABCF1 was independently verified to extrinsically promote phagocytosis of shed POSs by D407 RPE cells. This finding was further corroborated with primary RPE cells and RPE explants. Internalized POS vesicles were colocalized with a phagosome marker, suggesting that ABCF1-mediated engulfment is through a phagocytic pathway. ABCF1 was released from apoptotic cells and selectively bound to shed POS vesicles and apoptotic cells, possibly via externalized phosphatidylserine. ABCF1 is predominantly expressed in POSs and colocalized with the POS marker rhodopsin, providing geographical convenience for regulation of RPE phagocytosis. Collectively these results suggest that ABCF1 is released from and binds to shed POSs in an autocrine manner to facilitate RPE phagocytosis through a conserved pathway. Furthermore, the new approach is broadly applicable to many other phagocytes and will enable systematic elucidation of their ligands to understand extrinsic regulation and cargo recognition.
Collapse
Affiliation(s)
- Feiye Guo
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL 33136
| | - Ying Ding
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL 33136
| | - Nora Caberoy
- School of Life Sciences, University of Nevada-Las Vegas, Las Vegas, NV 89154
| | - Gabriela Alvarado
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL 33136
| | - Feng Wang
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030
| | - Rui Chen
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030
| | - Wei Li
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, FL 33136
| |
Collapse
|
26
|
Guo F, Ding Y, Caberoy NB, Alvarado G, Liu R, Shen C, Yu J, Zhou Y, Salero E, LeBlanc ME, Wang W, Li W. Lyar Is a New Ligand for Retinal Pigment Epithelial Phagocytosis. J Cell Biochem 2015; 116:2177-87. [PMID: 25735755 DOI: 10.1002/jcb.25089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 12/18/2014] [Accepted: 01/16/2015] [Indexed: 01/12/2023]
Abstract
Phagocytosis is critical to tissue homeostasis, as highlighted by phagocytosis defect of retinal pigment epithelial (RPE) cells with debris accumulation, photoreceptor degeneration and blindness. Phagocytosis ligands are the key to delineating molecular mechanisms and functional roles of phagocytes, but are traditionally identified in individual cases with technical challenges. We recently developed open reading frame phage display (OPD) for phagocytosis-based functional cloning (PFC) to identify unknown ligands. One of the identified ligands was Ly-1 antibody reactive clone (Lyar) with functions poorly defined. Herein, we characterized Lyar as a new ligand to stimulate RPE phagocytosis. In contrast to its reported nucleolar expression, immunohistochemistry showed that Lyar was highly expressed in photoreceptor outer segments (POSs) of the retina. Cytoplasmic Lyar was released from apoptotic cells, and selectively bound to shed POSs and apoptotic cells, but not healthy cells. POS vesicles engulfed through Lyar-dependent pathway were targeted to phagosomes and colocalized with phagosome marker Rab7. These results suggest that Lyar is a genuine RPE phagocytosis ligand, which in turn supports the validity of OPD/PFC as the only available approach for unbiased identification of phagocytosis ligands with broad applicability to various phagocytes.
Collapse
Affiliation(s)
- Feiye Guo
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Ying Ding
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Nora B Caberoy
- School of Life Sciences, University of Nevada Las Vegas, Las Vegas, Nevada, 89154
| | - Gabriela Alvarado
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Robert Liu
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Chen Shen
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Jisu Yu
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Yixiong Zhou
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, 200011, Shanghai, China
| | - Enrique Salero
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Michelle E LeBlanc
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Weiwen Wang
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| | - Wei Li
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida, 33136
| |
Collapse
|
27
|
Interaction analysis through proteomic phage display. BIOMED RESEARCH INTERNATIONAL 2014; 2014:176172. [PMID: 25295249 PMCID: PMC4177731 DOI: 10.1155/2014/176172] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2014] [Revised: 08/11/2014] [Accepted: 08/19/2014] [Indexed: 11/29/2022]
Abstract
Phage display is a powerful technique for profiling specificities of peptide binding domains. The method is suited for the identification of high-affinity ligands with inhibitor potential when using highly diverse combinatorial peptide phage libraries. Such experiments further provide consensus motifs for genome-wide scanning of ligands of potential biological relevance. A complementary but considerably less explored approach is to display expression products of genomic DNA, cDNA, open reading frames (ORFs), or oligonucleotide libraries designed to encode defined regions of a target proteome on phage particles. One of the main applications of such proteomic libraries has been the elucidation of antibody epitopes. This review is focused on the use of proteomic phage display to uncover protein-protein interactions of potential relevance for cellular function. The method is particularly suited for the discovery of interactions between peptide binding domains and their targets. We discuss the largely unexplored potential of this method in the discovery of domain-motif interactions of potential biological relevance.
Collapse
|
28
|
Synergistic interaction of tubby and tubby-like protein 1 (Tulp1). ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 801:503-9. [PMID: 24664737 PMCID: PMC4109626 DOI: 10.1007/978-1-4614-3209-8_64] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Mutations in either tubby or tubby-like protein 1 (Tulp1) cause retinal degeneration with undefined mechanisms. We recently identified both proteins with unconventional secretion as novel MerTK-specific phagocytosis ligands for retinal pigment epithelium (RPE) cells. Using our newly-developed open reading frame (ORF) phage display as a technology for protein-protein interactions, we identified Tulp1 as a Tubby-binding protein. The interaction of tubby and Tulp1 was verified by yeast two-hybrid and protein pull-down assays. Tubby and Tulp1 form heterodimer or heterooligomer and their interaction was functionally revealed by their synergistic stimulation of RPE phagocytosis. Tubby and Tulp1 mediated phagocytosis through MerTK-dependent signaling with non-muscle myosin II redistribution leading to colocalization of phagocytosed vesicles with rearranged NMMIIA.
Collapse
|
29
|
Abstract
Bacteriophages are traditionally used for the development of phage display technology. Recently, their nanosized dimensions and ease with which genetic modifications can be made to their structure and function have put them in the spotlight towards their use in a variety of biosensors. In particular, the expression of any protein or peptide on the extraluminal surface of bacteriophages is possible by genetically engineering the genome. In addition, the relatively short replication time of bacteriophages offers researchers the ability to generate mass quantities of any given bacteriophage-based biosensor. Coupled with the emergence of various biomarkers in the clinic as a means to determine pathophysiological states, the development of current and novel technologies for their detection and quantification is imperative. In this review, we categorize bacteriophages by their morphology into M13-based filamentous bacteriophages and T4- or T7-based icosahedral bacteriophages, and examine how such advantages are utilized across a variety of biosensors. In essence, we take a comprehensive approach towards recent trends in bacteriophage-based biosensor applications and discuss their outlook with regards to the field of biotechnology.
Collapse
Affiliation(s)
- Jong-Wook Lee
- Center for Biomaterials, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul, Korea
| | - Jangwon Song
- Center for Biomaterials, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul, Korea
- Department of Biomedical Engineering, University of Science and Technology, Seoul, Korea
| | - Mintai P Hwang
- Center for Biomaterials, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul, Korea
| | - Kwan Hyi Lee
- Center for Biomaterials, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul, Korea
- Department of Biomedical Engineering, University of Science and Technology, Seoul, Korea
| |
Collapse
|
30
|
Gupta A, Shrivastava N, Grover P, Singh A, Mathur K, Verma V, Kaur C, Chaudhary VK. A novel helper phage enabling construction of genome-scale ORF-enriched phage display libraries. PLoS One 2013; 8:e75212. [PMID: 24086469 PMCID: PMC3785514 DOI: 10.1371/journal.pone.0075212] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Accepted: 08/08/2013] [Indexed: 11/19/2022] Open
Abstract
Phagemid-based expression of cloned genes fused to the gIIIP coding sequence and rescue using helper phages, such as VCSM13, has been used extensively for constructing large antibody phage display libraries. However, for randomly primed cDNA and gene fragment libraries, this system encounters reading frame problems wherein only one of 18 phages display the translated foreign peptide/protein fused to phagemid-encoded gIIIP. The elimination of phages carrying out-of-frame inserts is vital in order to improve the quality of phage display libraries. In this study, we designed a novel helper phage, AGM13, which carries trypsin-sensitive sites within the linker regions of gIIIP. This renders the phage highly sensitive to trypsin digestion, which abolishes its infectivity. For open reading frame (ORF) selection, the phagemid-borne phages are rescued using AGM13, so that clones with in-frame inserts express fusion proteins with phagemid-encoded trypsin-resistant gIIIP, which becomes incorporated into the phages along with a few copies of AGM13-encoded trypsin-sensitive gIIIP. In contrast, clones with out-of-frame inserts produce phages carrying only AGM13-encoded trypsin-sensitive gIIIP. Trypsin treatment of the phage population renders the phages with out-of-frame inserts non-infectious, whereas phages carrying in-frame inserts remain fully infectious and can hence be enriched by infection. This strategy was applied efficiently at a genome scale to generate an ORF-enriched whole genome fragment library from Mycobacterium tuberculosis, in which nearly 100% of the clones carried in-frame inserts after selection. The ORF-enriched libraries were successfully used for identification of linear and conformational epitopes for monoclonal antibodies specific to mycobacterial proteins.
Collapse
Affiliation(s)
- Amita Gupta
- Department of Microbiology, University of Delhi South Campus, Benito Juarez Road, New Delhi, India
- * E-mail: (AG); (VKC)
| | - Nimisha Shrivastava
- Department of Biochemistry, University of Delhi South Campus, Benito Juarez Road, New Delhi, India
| | - Payal Grover
- Department of Biochemistry, University of Delhi South Campus, Benito Juarez Road, New Delhi, India
| | - Ajay Singh
- Department of Biochemistry, University of Delhi South Campus, Benito Juarez Road, New Delhi, India
| | - Kapil Mathur
- Department of Biochemistry, University of Delhi South Campus, Benito Juarez Road, New Delhi, India
| | - Vaishali Verma
- Department of Biochemistry, University of Delhi South Campus, Benito Juarez Road, New Delhi, India
| | - Charanpreet Kaur
- Department of Biochemistry, University of Delhi South Campus, Benito Juarez Road, New Delhi, India
| | - Vijay K. Chaudhary
- Department of Biochemistry, University of Delhi South Campus, Benito Juarez Road, New Delhi, India
- * E-mail: (AG); (VKC)
| |
Collapse
|
31
|
Caberoy NB, Alvarado G, Li W. Tubby regulates microglial phagocytosis through MerTK. J Neuroimmunol 2012; 252:40-8. [PMID: 22884297 DOI: 10.1016/j.jneuroim.2012.07.009] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2012] [Revised: 07/02/2012] [Accepted: 07/19/2012] [Indexed: 02/03/2023]
Abstract
Immunologically-silent microglial phagocytosis of apoptotic cells and cellular debris is critical for CNS homeostasis and innate immune balance. The beneficial and detrimental effects of microglial phagocytosis on neurons remain controversial. Phagocytosis ligands are the key to selecting extracellular cargos, initiating the engulfment process, defining phagocyte functional roles and regulating phagocyte activities with therapeutic potentials. Here we characterized tubby as a new ligand to regulate microglial phagocytosis through MerTK receptor, which is well known for its immunosuppressive signaling. Tubby at 0.1nM significantly induced microglial phagocytosis of apoptotic cells with a maximal activity at 10nM. Tubby activated MerTK with receptor autophosphorylation in a similar dose range. Excessive soluble MerTK extracellular domain blocked tubby-mediated microglial phagocytosis of plasma membrane vesicles as cellular debris. Immunocytochemistry revealed that the ingested cargos were co-localized with MerTK-dependent non-muscle myosin II, whose rearrangement is necessary for cargo engulfment. Phagosome biomarker Rab7 was colocalized with cargos, suggesting that internalized cargos were targeted to phagocytic pathway. Tubby stimulated phagocytosis by neonatal and aged microglia with similar activities, but not by MerTK(-/-) microglia. These results suggest that tubby is a ligand to facilitate microglial phagocytosis through MerTK for the maintenance of CNS homeostasis.
Collapse
Affiliation(s)
- Nora B Caberoy
- Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136, USA
| | | | | |
Collapse
|
32
|
Li W. ORF phage display to identify cellular proteins with different functions. Methods 2012; 58:2-9. [PMID: 22836128 DOI: 10.1016/j.ymeth.2012.07.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2011] [Accepted: 07/11/2012] [Indexed: 01/17/2023] Open
Abstract
Open reading frame (ORF) phage display is a new branch of phage display aimed at improving its efficiency to identify cellular proteins with specific binding or functional activities. Despite the success of phage display with antibody libraries and random peptide libraries, phage display with cDNA libraries of cellular proteins identifies a high percentage of non-ORF clones encoding unnatural short peptides with minimal biological implications. This is mainly because of the uncontrollable reading frames of cellular proteins in conventional cDNA libraries. ORF phage display solves this problem by eliminating non-ORF clones to generate ORF cDNA libraries. Here I summarize the procedures of ORF phage display, discuss the factors influencing its efficiency, present examples of its versatile applications, and highlight evidence of its capability of identifying biologically relevant cellular proteins. ORF phage display coupled with different selection strategies is capable of delineating diverse functions of cellular proteins with unique advantages.
Collapse
Affiliation(s)
- Wei Li
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, 1638 NW 10th Avenue, Miami, FL 33136, USA.
| |
Collapse
|
33
|
Li W. Eat-me signals: keys to molecular phagocyte biology and "appetite" control. J Cell Physiol 2012; 227:1291-7. [PMID: 21520079 DOI: 10.1002/jcp.22815] [Citation(s) in RCA: 85] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Hundreds of billions of cells undergo apoptosis in our body everyday and are removed by immunologically silent phagocytosis to maintain tissue homeostasis. Impairments in phagocytosis result in autoimmune and/or degenerative diseases. Eat-me signals are the key to the recognition of extracellular cargos and the initiation of the phagocytosis process by activating phagocytic receptors and signaling cascades, and are convenient targets for therapeutic modulation. Despite their importance, eat-me signals and other phagocytosis players are mostly identified on case-by-case basis with daunting challenges. This Commentary focuses on our latest knowledge of the extracellular players, highlights our approaches to systematically map unknown pathways by functional genetic and proteomic technologies, and discusses future direction to unravel the mystery of molecular phagocyte biology.
Collapse
Affiliation(s)
- Wei Li
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, Florida 33136, USA.
| |
Collapse
|
34
|
Caberoy NB, Alvarado G, Bigcas JL, Li W. Galectin-3 is a new MerTK-specific eat-me signal. J Cell Physiol 2012; 227:401-7. [PMID: 21792939 DOI: 10.1002/jcp.22955] [Citation(s) in RCA: 134] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Phagocytosis of apoptotic cells and cellular debris is a critical process of maintaining tissue and immune homeostasis. Defects in the phagocytosis process cause autoimmunity and degenerative diseases. Phagocytosis ligands or "eat-me" signals control the initiation of the process by linking apoptotic cells to receptors on phagocyte surface and triggering signaling cascades for cargo engulfment. Eat-me signals are traditionally identified on a case-by-case basis with challenges, and the identification of their cognate receptors is equally daunting. Here, we identified galectin-3 (Gal-3) as a new MerTK ligand by an advanced dual functional cloning strategy, in which phagocytosis-based functional cloning is combined with receptor-based affinity cloning to directly identify receptor-specific eat-me signal. Gal-3 interaction with MerTK was independently verified by co-immunoprecipitation. Functional analyses showed that Gal-3 stimulated the phagocytosis of apoptotic cells and cellular debris by macrophages and retinal pigment epithelial cells with MerTK activation and autophosphorylation. The Gal-3-mediated phagocytosis was blocked by excessive soluble MerTK extracellular domain and lactose. These results suggest that Gal-3 is a legitimate MerTK-specific eat-me signal. The strategy of dual functional cloning with applicability to other phagocytic receptors will facilitate unbiased identification of their unknown ligands and improve our capacity for therapeutic modulation of phagocytic activity and innate immune response.
Collapse
Affiliation(s)
- Nora B Caberoy
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami School of Medicine, Miami, Florida 33136, USA
| | | | | | | |
Collapse
|
35
|
Unraveling the molecular mystery of retinal pigment epithelium phagocytosis. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2012; 723:693-9. [PMID: 22183395 PMCID: PMC4096043 DOI: 10.1007/978-1-4614-0631-0_88] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
|
36
|
Identification of calpain substrates by ORF phage display. Molecules 2011; 16:1739-48. [PMID: 21339709 PMCID: PMC3175615 DOI: 10.3390/molecules16021739] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2011] [Accepted: 02/18/2011] [Indexed: 11/17/2022] Open
Abstract
Substrate identification is the key to defining molecular pathways or cellular processes regulated by proteases. Although phage display with random peptide libraries has been used to analyze substrate specificity of proteases, it is difficult to deduce endogenous substrates from mapped peptide motifs. Phage display with conventional cDNA libraries identifies high percentage of non-open reading frame (non-ORF) clones, which encode short unnatural peptides, owing to uncontrollable reading frames of cellular proteins. We recently developed ORF phage display to identify endogenous proteins with specific binding or functional activity with minimal reading frame problem. Here we used calpain 2 as a protease to demonstrate that ORF phage display is capable of identifying endogenous substrates and showed its advantage to re-verify and characterize the identified substrates without requiring pure substrate proteins. An ORF phage display cDNA library with C-terminal biotin was bound to immobilized streptavidin and released by cleavage with calpain 2. After three rounds of phage selection, eleven substrates were identified, including calpastatin of endogenous calpain inhibitor. These results suggest that ORF phage display is a valuable technology to identify endogenous substrates for proteases.
Collapse
|
37
|
Caberoy NB, Zhou Y, Li W. Tubby and tubby-like protein 1 are new MerTK ligands for phagocytosis. EMBO J 2010; 29:3898-910. [PMID: 20978472 DOI: 10.1038/emboj.2010.265] [Citation(s) in RCA: 130] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2010] [Accepted: 09/27/2010] [Indexed: 12/29/2022] Open
Abstract
Tubby and tubby-like protein 1 (Tulp1) are newly identified phagocytosis ligands to facilitate retinal pigment epithelium (RPE) and macrophage phagocytosis. Both proteins without classical signal peptide have been demonstrated with unconventional secretion. Here, we characterized them as novel MerTK ligands to facilitate phagocytosis. Tulp1 interacts with Tyro3, Axl and MerTK of the TAM receptor tyrosine kinase subfamily, whereas tubby binds only to MerTK. Excessive soluble MerTK extracellular domain blocked tubby- or Tulp1-mediated phagocytosis. Both ligands induced MerTK activation with receptor phosphorylation and signalling cascade, including non-muscle myosin II redistribution and co-localization with phagosomes. Tubby and Tulp1 are bridging molecules with their N-terminal region as MerTK-binding domain and C-terminal region as phagocytosis prey-binding domain (PPBD). Five minimal phagocytic determinants (MPDs) of K/R(X)(1-2)KKK in Tulp1 N-terminus were defined as essential motifs for MerTK binding, receptor phosphorylation and phagocytosis. PPBD was mapped to the highly conserved 54 amino acids at the C-terminal end of tubby and Tulp1. These data suggest that tubby and Tulp1 are novel bridging molecules to facilitate phagocytosis through MerTK.
Collapse
Affiliation(s)
- Nora B Caberoy
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | | | | |
Collapse
|
38
|
Kim Y, Caberoy NB, Alvarado G, Davis JL, Feuer WJ, Li W. Identification of Hnrph3 as an autoantigen for acute anterior uveitis. Clin Immunol 2010; 138:60-6. [PMID: 20943442 DOI: 10.1016/j.clim.2010.09.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2010] [Revised: 09/13/2010] [Accepted: 09/17/2010] [Indexed: 10/19/2022]
Abstract
Acute anterior uveitis (AAU) is the most common form of autoimmune uveitis in the eye with few known autoantigens. Identification of autoantigens will improve our understanding of the molecular mechanisms and capability for disease diagnosis. Phage display is a powerful technology for autoantigen identification. However, because of uncontrollable reading frames, phage display with conventional cDNA libraries identifies high percentage of non-open reading frames (non-ORFs) with minimal implications for autoantigen identification. We recently developed ORF phage display technology with minimal reading frame problem. Herein we used ORF phage display to identify 18 patient-specific clones, including 16 ORFs encoding endogenous proteins as candidate autoantigens for AAU. One of the identified antigens was heterogeneous nuclear ribonucleoprotein H3 (Hnrph3) that was further characterized for AAU relevance and independently verified by Western blot. These results demonstrate that ORF phage display is a valuable approach for identification of unknown autoantigens.
Collapse
Affiliation(s)
- Youngbae Kim
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami School of Medicine, Miami, FL 33136, USA
| | | | | | | | | | | |
Collapse
|
39
|
Di Niro R, Sulic AM, Mignone F, D'Angelo S, Bordoni R, Iacono M, Marzari R, Gaiotto T, Lavric M, Bradbury ARM, Biancone L, Zevin-Sonkin D, De Bellis G, Santoro C, Sblattero D. Rapid interactome profiling by massive sequencing. Nucleic Acids Res 2010; 38:e110. [PMID: 20144949 PMCID: PMC2875021 DOI: 10.1093/nar/gkq052] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
We have developed a high-throughput protein expression and interaction analysis platform that combines cDNA phage display library selection and massive gene sequencing using the 454 platform. A phage display library of open reading frame (ORF) fragments was created from mRNA derived from different tissues. This was used to study the interaction network of the enzyme transglutaminase 2 (TG2), a multifunctional enzyme involved in the regulation of cell growth, differentiation and apoptosis, associated with many different pathologies. After two rounds of panning with TG2 we assayed the frequency of ORFs within the selected phage population using 454 sequencing. Ranking and analysis of more than 120 000 sequences allowed us to identify several potential interactors, which were subsequently confirmed in functional assays. Within the identified clones, three had been previously described as interacting proteins (fibronectin, SMOC1 and GSTO2), while all the others were new. When compared with standard systems, such as microtiter enzyme-linked immunosorbant assay, the method described here is dramatically faster and yields far more information about the interaction under study, allowing better characterization of complex systems. For example, in the case of fibronectin, it was possible to identify the specific domains involved in the interaction.
Collapse
Affiliation(s)
- Roberto Di Niro
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
40
|
Caberoy NB, Maiguel D, Kim Y, Li W. Identification of tubby and tubby-like protein 1 as eat-me signals by phage display. Exp Cell Res 2009; 316:245-57. [PMID: 19837063 DOI: 10.1016/j.yexcr.2009.10.008] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2009] [Revised: 09/10/2009] [Accepted: 10/07/2009] [Indexed: 01/24/2023]
Abstract
Phagocytosis is an important process for the removal of apoptotic cells or cellular debris. Eat-me signals control the initiation of phagocytosis and hold the key for in-depth understanding of its molecular mechanisms. However, because of difficulties to identify unknown eat-me signals, only a limited number of them have been identified and characterized. Using a newly developed functional cloning strategy of open reading frame (ORF) phage display, we identified nine putative eat-me signals, including tubby-like protein 1 (Tulp1). This further led to the elucidation of tubby as the second eat-me signal in the same protein family. Both proteins stimulated phagocytosis of retinal pigment epithelium (RPE) cells and macrophages. Tubby-conjugated fluorescent microbeads facilitated RPE phagocytosis. Tubby and Tulp1, but not other family members, enhanced the uptake of membrane vesicles by RPE cells in synergy. Retinal membrane vesicles of Tubby mice and Tulp1(-/-) mice showed reduced activities for RPE phagocytosis, which were compensated by purified tubby and Tulp1, respectively. These data reveal a novel activity of tubby and Tulp1, and demonstrate that unbiased identification of eat-me signals by the broadly applicable strategy of ORF phage display can provide detailed insights into phagocyte biology.
Collapse
Affiliation(s)
- Nora B Caberoy
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami Miller School of Medicine, 1638 NW 10th Avenue, Miami, FL 33136, USA
| | | | | | | |
Collapse
|
41
|
New perspective for phage display as an efficient and versatile technology of functional proteomics. Appl Microbiol Biotechnol 2009; 85:909-19. [PMID: 19885657 DOI: 10.1007/s00253-009-2277-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2009] [Revised: 09/23/2009] [Accepted: 09/23/2009] [Indexed: 10/20/2022]
Abstract
Phage display with antibody libraries has been widely used with versatile applications. However, phage display with cDNA libraries is rare and inefficient. Because of uncontrollable reading frames and stop codons in cDNA repertoires, high percentage of phage clones identified from conventional cDNA libraries are non-open reading frames (non-ORFs) encoding unnatural short peptides with minimal implications in protein networks. Consequently, phage display has not been used as a technology of functional proteomics to elucidate protein-protein interactions like yeast two-hybrid system and mass spectrometry-based technologies. Several strategies, including C-terminal display and ORF cDNA libraries, have been explored to circumvent the technical problem. The accumulative endeavors eventually led to the efficient elucidation of a large number of tubby- and phosphatidylserine-binding proteins in recent studies by ORF phage display with minimal reading frame issue. ORF phage display inherits all the versatile applications of antibody phage display, but enables efficient identification of real endogenous proteins with efficiency, sensitivity, and accuracy comparable to other technologies of functional proteomics. Its ELISA-like procedure can be conveniently adapted by individual laboratories or fully automated for high-throughput screening. Thus, ORF phage display is an efficient, sensitive, versatile, and convenient technology of functional proteomics for elucidation of global and pathway-specific protein-protein interactions, disease mechanisms, or therapeutic targets.
Collapse
|