1
|
Proteomics in thyroid cancer and other thyroid-related diseases: A review of the literature. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2020; 1868:140510. [DOI: 10.1016/j.bbapap.2020.140510] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 06/26/2020] [Accepted: 07/19/2020] [Indexed: 12/21/2022]
|
2
|
Faria PCB, Carneiro AP, Binato R, Nascimento R, Santos PS, Fagundes D, da Silva SJ, Loyola AM, Abdelhay E, Goulart LR. Upregulation of tropomyosin alpha-4 chain in patients' saliva with oral squamous cell carcinoma as demonstrated by Phage display. Sci Rep 2019; 9:18399. [PMID: 31804537 PMCID: PMC6895045 DOI: 10.1038/s41598-019-54686-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 10/11/2019] [Indexed: 12/09/2022] Open
Abstract
Patients with oral squamous cell carcinoma (OSCC) present significant alterations in their saliva proteome. We have used the shotgun Phage Display (PD) technology to identify candidate proteins that were upregulated in saliva of OSCC by selecting ligands to salivary proteins from a single-chain variable fragment (scFv) PD combinatorial library. After two selection cycles, the highly reactive clone scFv-D09 was able to distinguish saliva of OSCC patients from healthy subjects by enzyme-linked immunosorbent assay (ELISA) with sensitivity and specificity of 96.67%. Additionally, the scFv-D09 clone presented a positive immunostaining for invasive malignant epithelial cells in the connective tissue, keratin pearls in the OSCC, and ducts of salivary glands. We have further identified the target protein as the tropomyosin alpha-4 chain (TPM4) by two-dimensional polyacrylamide gel electrophoresis and mass spectrometry, and its binding to the scFV-D09 was demonstrated by bioinformatics. Briefly, we have identified TPM4 as upregulated salivary protein in patients with OSCC, which plays a central role in stabilizing cytoskeleton actin filaments, probably linked with tumor tissue remodeling. Long-term longitudinal studies are needed to validate TPM4 as a potential marker of a malignant process.
Collapse
Affiliation(s)
- Paula Cristina Batista Faria
- Laboratory of Nanobiotechnology, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Ana Paula Carneiro
- Laboratory of Nanobiotechnology, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Renata Binato
- Stem Cell Laboratory, Bone Marrow Transplantation Unit, National Cancer Institute (INCA), Rio de Janeiro, RJ, Brazil
| | - Rafael Nascimento
- Laboratory of Nanobiotechnology, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Paula Souza Santos
- Laboratory of Nanobiotechnology, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Deborah Fagundes
- Oral Pathology Laboratory, Clinical Hospital, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Sindeval José da Silva
- Head and Neck Service, Clinical Hospital, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Adriano Mota Loyola
- Oral Pathology Laboratory, Clinical Hospital, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Eliana Abdelhay
- Stem Cell Laboratory, Bone Marrow Transplantation Unit, National Cancer Institute (INCA), Rio de Janeiro, RJ, Brazil
| | - Luiz Ricardo Goulart
- Laboratory of Nanobiotechnology, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil.
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, CA, USA.
| |
Collapse
|
3
|
Abdullah MI, Junit SM, Ng KL, Jayapalan JJ, Karikalan B, Hashim OH. Papillary Thyroid Cancer: Genetic Alterations and Molecular Biomarker Investigations. Int J Med Sci 2019; 16:450-460. [PMID: 30911279 PMCID: PMC6428975 DOI: 10.7150/ijms.29935] [Citation(s) in RCA: 168] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 12/04/2018] [Indexed: 11/05/2022] Open
Abstract
Papillary thyroid cancer (PTC) is the most prevalent form of malignancy among all cancers of the thyroid. It is also one of the few cancers with a rapidly increasing incidence. PTC is usually contained within the thyroid gland and generally biologically indolent. Prognosis of the cancer is excellent, with less than 2% mortality at 5 years. However, more than 25% of patients with PTC developed a recurrence during a long term follow-up. The present article provides an updated condensed overview of PTC, which focuses mainly on the molecular alterations involved and recent biomarker investigations.
Collapse
Affiliation(s)
- Mardiaty Iryani Abdullah
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Biomedical Science, Kulliyyah of Allied Health Sciences, International Islamic University Malaysia, 25200 Kuantan, Pahang, Malaysia
| | - Sarni Mat Junit
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Khoon Leong Ng
- Department of Surgery, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Jaime Jacqueline Jayapalan
- University of Malaya Centre for Proteomics Research, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Barani Karikalan
- Perdana University, Jalan MAEPS Perdana, Serdang 43400, Selangor, Malaysia
| | - Onn Haji Hashim
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- University of Malaya Centre for Proteomics Research, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| |
Collapse
|
4
|
Lopes RS, Queiroz MAF, Gomes STM, Vallinoto ACR, Goulart LR, Ishak R. Phage display: an important tool in the discovery of peptides with anti-HIV activity. Biotechnol Adv 2018; 36:1847-1854. [PMID: 30012540 DOI: 10.1016/j.biotechadv.2018.07.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Revised: 06/14/2018] [Accepted: 07/12/2018] [Indexed: 10/28/2022]
Abstract
Human immunodeficiency virus (HIV) remains a worldwide health problem despite huge investments and research breakthroughs, and no single drug is effective in killing the virus yet. Among new strategies to control HIV infection, the phage display (PD) technology has become a promising tool in the discovery of peptides that can be used as new drugs, or also as possible vaccine candidates. This review discusses basic aspects of PD and its use to advance two main objectives related to combating HIV-1 infection: the identification of peptides that inhibit virus replication and the identification of peptides that induce the production of neutralizing antibodies. We will cover the different approaches used for mapping and selection of mimotopes, and discuss the promising results of these biologicals as antiviral agents.
Collapse
Affiliation(s)
- Ronaldo Souza Lopes
- Biological Sciences Institute, Federal University of Para (Instituto de Ciências Biológicas/Universidade Feral do Pará - ICB/UFPA), Rua Augusto Corrêa, 1 - Guamá, Belém, PA 66075-110, Brazil.
| | - Maria Alice Freitas Queiroz
- Biological Sciences Institute, Federal University of Para (Instituto de Ciências Biológicas/Universidade Feral do Pará - ICB/UFPA), Rua Augusto Corrêa, 1 - Guamá, Belém, PA 66075-110, Brazil
| | - Samara Tatielle Monteiro Gomes
- Biological Sciences Institute, Federal University of Para (Instituto de Ciências Biológicas/Universidade Feral do Pará - ICB/UFPA), Rua Augusto Corrêa, 1 - Guamá, Belém, PA 66075-110, Brazil
| | - Antonio Carlos Rosário Vallinoto
- Biological Sciences Institute, Federal University of Para (Instituto de Ciências Biológicas/Universidade Feral do Pará - ICB/UFPA), Rua Augusto Corrêa, 1 - Guamá, Belém, PA 66075-110, Brazil.
| | - Luiz Ricardo Goulart
- Institute of Biotechnology, Federal University of Uberlândia (Universidade Federal de Uberlândia - UFU), Laboratory of Nanobiotechnology, Av. Amazonas s/n, Bloco 2E, Sala 248 - Campus Umuarama, Uberlândia, MG, CEP 38400-902, Brazil.
| | - Ricardo Ishak
- Biological Sciences Institute, Federal University of Para (Instituto de Ciências Biológicas/Universidade Feral do Pará - ICB/UFPA), Rua Augusto Corrêa, 1 - Guamá, Belém, PA 66075-110, Brazil.
| |
Collapse
|
5
|
Lai X, Umbricht CB, Fisher K, Bishop J, Shi Q, Chen S. Identification of novel biomarker and therapeutic target candidates for diagnosis and treatment of follicular carcinoma. J Proteomics 2017; 166:59-67. [DOI: 10.1016/j.jprot.2017.07.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2017] [Revised: 06/23/2017] [Accepted: 07/04/2017] [Indexed: 12/19/2022]
|
6
|
Goulart LR, da S. Ribeiro V, Costa-Cruz JM. Anti-parasitic Antibodies from Phage Display. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 1053:155-171. [DOI: 10.1007/978-3-319-72077-7_8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
|
7
|
Li T, Sheng J, Li W, Zhang X, Yu H, Chen X, Zhang J, Cai Q, Shi Y, Liu Z. A new computational model for human thyroid cancer enhances the preoperative diagnostic efficacy. Oncotarget 2015; 6:28463-77. [PMID: 26325368 PMCID: PMC4695072 DOI: 10.18632/oncotarget.4691] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2015] [Accepted: 06/10/2015] [Indexed: 12/21/2022] Open
Abstract
Considering the high rate of missed diagnosis and delayed treatments for thyroid cancer, an effective systematic model for the differential diagnosis is highly needed. Thus we analyzed the data on the clinicopathological characteristics, routine laboratory tests and imaging examinations in a cohort of 13,980 patients with thyroid cancer to establish a new diagnostic model for differentiating thyroid cancer in clinical practice. Here, we randomly selected two-thirds of the population to develop the thyroid malignancy risk scoring system (TMRS) for preoperative differentiation between thyroid cancer and benignant thyroid diseases, and then validated its differential diagnostic power in the rest one-third population. The 18 predictors finally enrolled in the TMRS included male gender, clinical manifestations (fever, neck sore, neck lump, palpitations or sweating), laboratory findings (TSH>1.56mIU/L, FT3>5.85pmol/L, TPOAb>14.97IU/ml, TgAb>48.00IU/ml, Tg>34.59μg/L, Ct>64.00ng/L, and CEA>0.41μg/L), and ultrasound features (tumor number≤ 23mm, site, size, echo texture, margins, and shape of neck lymphnodes). The TMRS is validated to be well-calibrated (P = 0.437) and excellently discriminated (AUC = 0.93, 95% CI [0.92, 0.94]), with an accuracy of 83.2%, a sensitivity of 89.3%, a specificity of 81.5%, positive and negative predictive values of 56.8% and 96.6%, positive and negative likelihood ratios of 4.83 and 0.13 in the development cohort, respectively. The TMRS highlights that this differential diagnostic system could help provide accurate preoperative risk stratification for thyroid cancer, and avoid unnecessary over- and under-treatment for such patients.
Collapse
Affiliation(s)
- Tuo Li
- Department of Endocrinology, Changzheng Hospital, Second Military Medical University, Shanghai, P. R. Chinaa
- Endocrine laboratory, Changzheng Hospital, Second Military Medical University, P. R. China
| | - Jianguo Sheng
- Department of Ultrasonography, Changzheng Hospital, Second Military Medical University, P. R. China
| | - Weiqin Li
- Department of Pathology, Changzheng Hospital, Second Military Medical University, P. R. China
| | - Xin Zhang
- Department of General Surgery, Changzheng Hospital, Second Military Medical University, P. R. China
| | - Hongyu Yu
- Department of Pathology, Changzheng Hospital, Second Military Medical University, P. R. China
| | - Xueyun Chen
- Department of General Surgery, Changzheng Hospital, Second Military Medical University, P. R. China
| | - Jianquan Zhang
- Department of Ultrasonography, Changzheng Hospital, Second Military Medical University, P. R. China
| | - Quancai Cai
- Center for Clinical Epidemiology and Evidence-based Medicine, Second Military Medical University, Shanghai, P. R. China
| | - Yongquan Shi
- Department of Endocrinology, Changzheng Hospital, Second Military Medical University, Shanghai, P. R. Chinaa
- Endocrine laboratory, Changzheng Hospital, Second Military Medical University, P. R. China
| | - Zhimin Liu
- Department of Endocrinology, Changzheng Hospital, Second Military Medical University, Shanghai, P. R. Chinaa
- Endocrine laboratory, Changzheng Hospital, Second Military Medical University, P. R. China
| |
Collapse
|
8
|
Epitope Fingerprinting for Recognition of the Polyclonal Serum Autoantibodies of Alzheimer's Disease. BIOMED RESEARCH INTERNATIONAL 2015; 2015:267989. [PMID: 26417591 PMCID: PMC4568325 DOI: 10.1155/2015/267989] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2014] [Accepted: 02/18/2015] [Indexed: 02/06/2023]
Abstract
Autoantibodies (aAb) associated with Alzheimer's disease (AD) have not been sufficiently characterized and their exact involvement is undefined. The use of information technology and computerized analysis with phage display technology was used, in the present research, to map the epitope of putative self-antigens in AD patients. A 12-mer random peptide library, displayed on M13 phages, was screened using IgG from AD patients with two repetitions. Seventy-one peptides were isolated; however, only 10 were positive using the Elisa assay technique (Elisa Index > 1). The results showed that the epitope regions of the immunoreactive peptides, identified by phage display analysis, were on the exposed surfaces of the proteins. The putative antigens MAST1, Enah, MAO-A, X11/MINT1, HGF, SNX14, ARHGAP 11A, APC, and CENTG3, which have been associated with AD or have functions in neural tissue, may indicate possible therapeutic targets.
Collapse
|
9
|
Coelho EAF, Chávez-Fumagalli MA, Costa LE, Tavares CAP, Soto M, Goulart LR. Theranostic applications of phage display to control leishmaniasis: selection of biomarkers for serodiagnostics, vaccination, and immunotherapy. Rev Soc Bras Med Trop 2015; 48:370-9. [DOI: 10.1590/0037-8682-0096-2015] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Accepted: 06/10/2015] [Indexed: 02/02/2023] Open
Affiliation(s)
| | | | | | | | | | - Luiz Ricardo Goulart
- Universidade Federal de Uberlândia, Brazil; University of California-Davis, United States
| |
Collapse
|
10
|
Araujo GR, Vaz ER, Fujimura PT, Fonseca JE, de Lima LM, Canhão H, Venturini G, Cardozo KHM, Carvalho VM, Napimoga MH, Goulart LR, Gonçalves J, Ueira-Vieira C. Improved serological detection of rheumatoid arthritis: a highly antigenic mimotope of carbonic anhydrase III selected in a murine model by phage display. Arthritis Res Ther 2015; 17:168. [PMID: 26099944 PMCID: PMC4493817 DOI: 10.1186/s13075-015-0685-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Accepted: 06/12/2015] [Indexed: 01/14/2023] Open
Abstract
INTRODUCTION Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease that affects around 1% of the human population worldwide. RA diagnosis can be difficult as there is no definitive test for its detection. Therefore, the aim of this study was to identify biomarkers that could be used for RA diagnosis. METHODS Sera from a collagen-induced arthritis mouse model were used to select potential biomarkers for RA diagnosis by phage display technology. In silico and in vitro analyses were performed to characterize and validate the selected peptides. Samples were classified into three groups: RA; two other immune-mediated rheumatic diseases (systemic lupus erythematosus (SLE) and ankylosing spondylitis (AS)); and healthy controls (HC). Enzyme-linked immunosorbent assay (ELISA) was carried out to determine antibody levels, and diagnostic parameters were determined by constructing receiver operating characteristic curves. Mass spectrometry and Western blot were performed to identify the putative autoantigen that was mimicked by a highly reactive mimotope. RESULTS After three rounds of selection, 14 clones were obtained and tested for immunoreactivity analysis against sera from RA and HC groups. The phage-fused peptide with the highest immunoreactivity (M12) was synthesized, and was able to efficiently discriminate RA patients from SLE, AS and HCs (p < 0.0001) by ELISA. The specificity and sensitivity of anti-M12 antibodies for RA diagnosis were 91 % and 84.3 %, respectively. The M12 peptide was identified as one that mimics a predicted antigenic site of the carbonic anhydrase III (CAIII) protein, a ubiquitous biomarker that has been identified in patients with other diseases. CONCLUSION M12 is the first peptide associated with the CAIII protein that may be used as an antigen for antibody detection to aid in RA diagnosis with high sensitivity and specificity.
Collapse
Affiliation(s)
- Galber Rodrigues Araujo
- Laboratory of Nanobiotechnology, Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, MG, Brazil.
- iMed.UL - Research Institute for Medicines and Pharmaceutical Sciences, Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal.
| | - Emília Rezende Vaz
- Laboratory of Nanobiotechnology, Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, MG, Brazil.
| | - Patricia Tiemi Fujimura
- Laboratory of Nanobiotechnology, Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, MG, Brazil.
| | - João Eurico Fonseca
- Rheumatology Research Unit, Institute of Molecular Medicine, Lisbon, Portugal.
- Rheumatology Department, Santa Maria Hospital, Lisbon Academic Medical Center, Lisbon, Portugal.
| | - Lucélia Maria de Lima
- Laboratory of Nanobiotechnology, Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, MG, Brazil.
| | - Helena Canhão
- Rheumatology Research Unit, Institute of Molecular Medicine, Lisbon, Portugal.
- Rheumatology Department, Santa Maria Hospital, Lisbon Academic Medical Center, Lisbon, Portugal.
| | - Gabriela Venturini
- Laboratory of Genetics and Molecular Cardiology, Heart Institute, University of São Paulo Medical School, São Paulo, SP, Brazil.
| | | | | | - Marcelo Henrique Napimoga
- Laboratory of Immunology and Molecular Biology, São Leopoldo Mandic Institute and Research Center, Campinas, SP, Brazil.
| | - Luiz Ricardo Goulart
- Laboratory of Nanobiotechnology, Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, MG, Brazil.
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, CA, USA.
| | - João Gonçalves
- iMed.UL - Research Institute for Medicines and Pharmaceutical Sciences, Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal.
- IMM - Institute of Molecular Medicine, Lisbon, Portugal.
| | - Carlos Ueira-Vieira
- Laboratory of Nanobiotechnology, Institute of Genetics and Biochemistry, Federal University of Uberlândia, Uberlândia, MG, Brazil.
| |
Collapse
|
11
|
Molecular Markers: From Diagnosis to Prognosis in 2013. CURRENT OTORHINOLARYNGOLOGY REPORTS 2014. [DOI: 10.1007/s40136-013-0031-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|