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Fornieles G, Núñez MI, Expósito J. Matrix Metalloproteinases and Their Inhibitors as Potential Prognostic Biomarkers in Head and Neck Cancer after Radiotherapy. Int J Mol Sci 2023; 25:527. [PMID: 38203696 PMCID: PMC10778974 DOI: 10.3390/ijms25010527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 12/18/2023] [Accepted: 12/27/2023] [Indexed: 01/12/2024] Open
Abstract
Head and neck cancer (HNC) is among the ten most frequent tumours, with 5-year survival rates varying from 30% to 70% depending on the stage and location of the tumour. HNC is traditionally known as head and neck squamous cell carcinoma (HNSCC), since 90% arises from epithelial cells. Metastasis remains a major cause of mortality in patients with HNSCC. HNSCC patients with metastatic disease have an extremely poor prognosis with a survival rate of less than a year. Matrix metalloproteinases (MMPs) have been described as biomarkers that promote cell migration and invasion. Radiotherapy is widely used to treat HNSCC, being a determining factor in the alteration of the tumour's biology and microenvironment. This review focuses on analysing the current state of the scientific literature on this topic. Although few studies have focused on the role of these proteinases in HNC, some authors have concluded that radiotherapy alters the behaviour of MMPs and tissue inhibitors of metalloproteinases (TIMPs). Therefore, more research is needed to understand the roles played by MMPs and their inhibitors (TIMPs) as prognostic biomarkers in patients with HNC and their involvement in the response to radiotherapy.
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Affiliation(s)
- Gabriel Fornieles
- Doctoral Programme in Clinical Medicine and Public Health, University of Granada, 18012 Granada, Spain;
| | - María Isabel Núñez
- Department of Radiology and Physical Medicine, School of Medicine, University of Granada, 18016 Granada, Spain;
- Biopathology and Regenerative Medicine Institute (IBIMER), Centre for Biomedical Research, University of Granada, 18016 Granada, Spain
- Biosanitary Institute of Granada (ibs.GRANADA), 18012 Granada, Spain
| | - José Expósito
- Department of Radiology and Physical Medicine, School of Medicine, University of Granada, 18016 Granada, Spain;
- Biosanitary Institute of Granada (ibs.GRANADA), 18012 Granada, Spain
- Radiation Oncology Department, Virgen de las Nieves University Hospital, 18014 Granada, Spain
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Kazmi A, Abbas Z, Saleem Z, Haider S, Farooqui WA, Ahmed S. Relation of salivary MMP-8 with oral submucous fibrosis and oral squamous cell carcinoma: a cross sectional analytical study. BMJ Open 2022; 12:e060738. [PMID: 36523229 PMCID: PMC9748963 DOI: 10.1136/bmjopen-2021-060738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVES We aim to evaluate salivary matrix metalloproteinases (MMP-8) levels in oral submucous fibrosis (OSF) and oral squamous cell carcinoma (OSCC) for the purpose of diagnosis at the early stage via non-invasive method. SETTING The study was multicentre, carried out at a tertiary care hospital in Karachi, Pakistan. PARTICIPANTS A total 60 participants of any age, sex and ethnicity were randomly selected for the purpose of this study. Patients demonstrating clinical evidence of OSF and biopsy-proven cases of OSCC were included. Patients with indeterminate histopathological report, immunodeficiency, autoimmune disorder, chronic medical and periodontal disease (periodontal depth greater than 5 mm) and individuals with interincisal mouth opening greater than 35 mm were excluded from the study. INTERVENTIONS Salivary MMP-8 levels were observed in OSF, healthy and OSCC groups by using ELISA. One way analysis of variance was applied to establish whether MMP-8 levels of disease-free individuals and patients suffering from OSF and OSCC differed from each other. RESULTS Statistically significant difference in salivary MMP-8 expression in diseased and control group was observed. MMP-8 levels in OSCC (0.64 ng/mL) and OSF (0.66 ng/mL) were underexpressed as compared with healthy participants (7.9 ng/mL). CONCLUSION MMP-8 levels were underexpressed in OSCC and OSF patients as compared with controls, which imply that MMP-8 level has an inverse relation with OSCC and OSF.
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Affiliation(s)
- Anum Kazmi
- Oral and Maxillofacial Surgery, Dow University of Health Sciences, Karachi, Pakistan
| | - Zia Abbas
- Oral and Maxillofacial Surgery, Dow University of Health Sciences, Karachi, Pakistan
| | - Zohra Saleem
- Oral and Maxillofacial Surgery, Dow University of Health Sciences, Karachi, Pakistan
| | - Safdar Haider
- Oral and maxillofacial surgery, Bahria University medical and dental college, Karachi, Pakistan
| | - Waqas Ahmed Farooqui
- School of Public Health, Dow University of Health Sciences - Ojha Campus, Karachi, Pakistan
| | - Shaheen Ahmed
- Oral and Maxillofacial Surgery, Dow University of Health Sciences, Karachi, Pakistan
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Monea M, Pop AM. The Use of Salivary Levels of Matrix Metalloproteinases as an Adjuvant Method in the Early Diagnosis of Oral Squamous Cell Carcinoma: A Narrative Literature Review. Curr Issues Mol Biol 2022; 44:6306-6322. [PMID: 36547091 PMCID: PMC9776994 DOI: 10.3390/cimb44120430] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 12/04/2022] [Accepted: 12/08/2022] [Indexed: 12/14/2022] Open
Abstract
Oral squamous cell carcinoma (OSCC) is an aggressive malignancy with increased mortality, in which the early diagnosis is the most important step in increasing patients' survival rate. Extensive research has evaluated the role of saliva as a source of diagnostic biomarkers, among which matrix metalloproteinases (MMPs) have shown a valuable potential for detecting even early stages of OSCC. The aim of this review was to present recent clinical data regarding the significance of salivary MMPs in the detection of early malignant transformation of the oral mucosa. A narrative review was conducted on articles published in PubMed, Cochrane Library, Web of Science, EBSCO and SciELO databases, using specific terms. Our search revealed that MMP-1, MMP-2, MMP-3, MMP-8, MMP-9, MMP-10, MMP-12 and MMP-13 had significantly higher levels in saliva from patients with OSCC compared to controls. However, the strength of evidence is limited, as most information regarding their use as adjuvant diagnostic tools for OSCC comes from studies with a low number of participants, variable methodologies for saliva sampling and diagnostic assays, and insufficient adjustment for all covariates. MMP-1, MMP-3 and MMP-9 were considered the most promising candidates for salivary diagnosis of OSCC, but larger studies are needed in order to validate their clinical application.
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Affiliation(s)
- Monica Monea
- Department of Odontology and Oral Pathology, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, 540139 Târgu Mureș, Romania
- Correspondence:
| | - Anca Maria Pop
- Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, 540139 Târgu Mureș, Romania
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Estimation of serum and salivary matrix metalloproteinase levels in oral squamous cell carcinoma patients: a systematic review and meta-analysis. Postepy Dermatol Alergol 2021; 38:106-114. [PMID: 34408576 PMCID: PMC8362777 DOI: 10.5114/ada.2021.104285] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 08/04/2019] [Indexed: 12/14/2022] Open
Abstract
Introduction Matrix metalloproteinases (MMPs) play a pivotal role in the cancer progression, invasion, and angiogenesis. Aim This meta-analysis was conducted to evaluate the difference between oral squamous cell carcinoma (OSCC) patients and healthy controls in the serum and salivary MMP levels. Material and methods Four databases – Web of Science, PubMed, Scopus, and Cochrane Library – were searched up to March 2019. The pooled standard mean difference (SMD) and 95% confidence interval (CI) were obtained to explain the difference between the patients and controls in the salivary and serum MMP levels. Both Egger’s and Begg’s tests were considered as the significant publication bias. Results Thirteen case-control studies were included in the meta-analysis. Among the analyses of serum MMP levels, the serum MMP7 (SMD = 0.78; 95% CI: 0.15–1.41; p = 0.02) and MMP9 (SMD = 1.18; 95% CI: 0.51–1.84; p = 0.0005) levels were significantly higher in the OSCC patients than in the controls. In addition, the analyses of salivary MMP levels showed that the MMP1 (SMD = 0.46; 95% CI: 0.22–0.70; p = 0.0001) and MMP9 (SMD = 0.66; 95% CI: 0.19–1.12; p = 0.005) levels were significantly higher in the OSCC patients than in the controls. Conclusions The meta-analysis showed that the serum MMP7 and MPP9 levels as well as the salivary MMP1 and MPP9 levels were significantly higher in the OSCC patients than in the controls.
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Wang H, Li H, Yan Q, Gao S, Gao J, Wang Z, Sun Y. Serum matrix metalloproteinase-13 as a diagnostic biomarker for cutaneous squamous cell carcinoma. BMC Cancer 2021; 21:816. [PMID: 34266392 PMCID: PMC8284021 DOI: 10.1186/s12885-021-08566-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/14/2021] [Indexed: 12/13/2022] Open
Abstract
Background A significant proportion of newly diagnosed patients with cutaneous squamous cell carcinoma (cSCC) have metastasis and eventually die of the disease, necessitating the exploration of novel biomarkers for early detection of cSCC aggressiveness, risk assessment and monitoring. Matrix metalloproteinase-13 (MMP-13) has been implicated in cSCC pathogenesis. Serum MMP-13 levels have been shown to predict survival in patients with esophageal SCC, but their diagnostic value for cSCC has not been explored. Methods We conducted a case-control study to examine serum MMP-13 as a biomarker for cSCC. Patients with cSCC undergoing surgical resection and health controls undergoing plastic surgery were recruited. ELISA for measurement of serum MMP-13 and immunohistochemistry for detection of tissue MMP-13 were performed, and the results were compared between the case and the control group, and among different patient groups. ROC curve analysis was performed to determine the diagnostic value of serum MMP-13 levels. Results The ratio of male to female, and the age between the case (n = 77) and the control group (n = 50) were not significantly different. Patients had significantly higher serum MMP-13 levels than healthy controls. Subjects with stage 3 cSCC had markedly higher serum MMP-13 levels than those with stage 1 and stage 2 cSCC. Patients with invasive cSCC had remarkably higher serum MMP-13 than those with cSCC in situ. Post-surgery serum MMP-13 measurement was done in 12 patients, and a significant MMP-13 decrease was observed after removal of cSCC. Tumor tissues had a remarkably higher level of MMP-13 than control tissues. Serum MMP-13 predicted the presence of invasive cSCC with an AUC of 0.87 (95% CI [0.78 to 0.95]) for sensitivity and specificity of 81.7 and 82.4%, respectively for a cut-off value of 290 pg/mL. Serum MMP-13 predicted lymph node involvement with an AUC of 0.94 (95% CI [0.88 to 0.99]) for sensitivity and specificity of 93.8 and 88.5%, respectively for a cut-off value of 430 pg/mL. Conclusion Serum MMP-13 might serve as a valuable biomarker for early detection of cSCC invasiveness and monitoring of cSCC progression.
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Affiliation(s)
- Hui Wang
- Department of Dermatology, Weifang People's Hospital, 151 Guangwen St, Kuiwen District, Weifang, 261041, China
| | - Hong Li
- Department of Pediatric Surgery, Weifang People's Hospital, Weifang, 261041, China
| | - Qingtao Yan
- Department of Pediatric Surgery, Weifang People's Hospital, Weifang, 261041, China
| | - Sumei Gao
- Department of Pathology, Weifang People's Hospital, Weifang, 261041, China
| | - Jianfang Gao
- Department of Pathology, Weifang People's Hospital, Weifang, 261041, China
| | - Zhenhua Wang
- Department of Dermatology, Weifang People's Hospital, 151 Guangwen St, Kuiwen District, Weifang, 261041, China
| | - Yi Sun
- Department of Dermatology, Weifang People's Hospital, 151 Guangwen St, Kuiwen District, Weifang, 261041, China.
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Zhao Y, Huang J, Chen J. The integration of differentially expressed genes based on multiple microarray datasets for prediction of the prognosis in oral squamous cell carcinoma. Bioengineered 2021; 12:3309-3321. [PMID: 34224327 PMCID: PMC8806768 DOI: 10.1080/21655979.2021.1947076] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Oral squamous cell carcinoma (OSCC) is a common human malignancy. However, its pathogenesis and prognostic information are poorly elucidated. In the present study, we aimed to probe the most significant differentially expressed genes (DEGs) and their prognostic performance in OSCC. Multiple microarray datasets from the Gene Expression Omnibus (GEO) database were aggregated to identify DEGs between OSCC tissue and control tissue. Least absolute shrinkage and selection operator (LASSO) Cox model was constructed to determine the prognostic performance of the aggregated DEGs based on The Cancer Genome Atlas (TCGA) OSCC cohort. Ten datasets with 341 OSCC samples and 283 control samples were included. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment revealed that the integrated DEGs were enriched in the IL-17 signaling pathway, viral protein interactions with cytokines and cytokine receptors, and amoebiasis, among others. Our LASSO Cox model was able to discriminate two groups with different overall survival in the training cohort and test cohort (p < 0.001). The time-dependent receiver operating characteristic (ROC) curve revealed that the area under the curve (AUC) values at one year, three years, and five years were 0.831, 0.898, and 0.887, respectively. In the testing cohort, the time-dependent ROC curve showed that the AUC values at one year, three years, and five years were 0.696, 0.693, and 0.860, respectively. Our study showed that the integrated DEGs of OSCC might be applicable in the evaluation of prognosis in OSCC. However, further research should be performed to validate our findings.
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Affiliation(s)
- Yinuan Zhao
- Stomatological School of Zhejiang, Chinese Medical University, Hangzhou, Zhejiang, China
| | - Jiacheng Huang
- School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jianzhi Chen
- Stomatological School of Zhejiang, Chinese Medical University, Hangzhou, Zhejiang, China
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Saleem Z, Shaikh AH, Zaman U, Ahmed S, Majeed MM, Kazmi A, Farooqui WA. Estimation of salivary matrix metalloproteinases- 12 (MMP- 12) levels among patients presenting with oral submucous fibrosis and oral squamous cell carcinoma. BMC Oral Health 2021; 21:205. [PMID: 33892690 PMCID: PMC8066978 DOI: 10.1186/s12903-021-01571-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 04/14/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Oral squamous cell carcinoma is a global threat and accounts for approximately 90% of malignant oral lesions. The emergence of oral carcinoma is linked to precancerous lesions, which act as precursors of the disease. Matrix metalloproteinases appear to play a significant role in the pathogenesis of both precancerous conditions and oral malignancies due to their participation in remodeling of the extracellular matrix. METHODOLOGY This is an analytical study conducted at Dow University of Health Sciences, Pakistan. Unstimulated saliva samples were collected from healthy, oral submucous fibrosis and oral squamous cell carcinoma patients. The level of MMP-12 was estimated using enzyme-linked immunosorbent assay. One-way Analysis of variance was run to determine if MMP-12 levels differ between the three groups, which was preceded by post hoc Tuckey test. MMP-12 cut off values were determined using Receiver operating characteristic curve. RESULTS A significant difference in salivary MMP-12 expression was observed in OSF and OSCC (p < 0.001). The expression of salivary MMP-12 was higher in OSF and OSCC patients as compared to the healthy group (p < 0.001). The mean MMP-12 expression in OSCC appeared higher than in OSF cases (p < 0.05). MMP-12 value of [Formula: see text] 4.05 ng/ml and [Formula: see text] 4.20 ng/ml is predictive of OSF and OSCC respectively, with 100% sensitivity and specificity (p < 0.001). CONCLUSION Increased expression of MMP-12 appears as the healthy patient advances to OSF and OSCC. The study results also demonstrate higher MMP-12 expression in OSCC patients as compared to OSF. Therefore, the estimation of salivary MMP-12 serves as a valuable non-invasive early diagnostic tool in diagnosing oral submucous fibrosis and oral squamous cell carcinoma.
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Affiliation(s)
- Zohra Saleem
- Department of Oral and Maxillofacial Surgery, Dow University of Health Sciences, Karachi, Pakistan.
| | - Abdul Hafeez Shaikh
- Department of Oral and Maxillofacial Surgery, Dow University of Health Sciences, Karachi, Pakistan
| | - Uzma Zaman
- Department of Biochemistry, Dow University of Health Sciences, Karachi, Pakistan
| | - Shaheen Ahmed
- Department of Oral and Maxillofacial Surgery, Dow University of Health Sciences, Karachi, Pakistan
| | | | - Anum Kazmi
- Department of Oral and Maxillofacial Surgery, Dow University of Health Sciences, Karachi, Pakistan
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Lee SS, Choi JH, Lim SM, Kim GJ, Lee SK, Jeon YK. Alteration of Pituitary Tumor Transforming Gene 1 by MicroRNA-186 and 655 Regulates Invasion Ability of Human Oral Squamous Cell Carcinoma. Int J Mol Sci 2021; 22:ijms22031021. [PMID: 33498448 PMCID: PMC7864193 DOI: 10.3390/ijms22031021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 01/11/2021] [Accepted: 01/18/2021] [Indexed: 12/18/2022] Open
Abstract
Background: Pituitary tumor-transforming gene 1 (PTTG1) was recently shown to be involved in the progression as well as the metastasis of cancers. However, their expression and function in the invasion of oral squamous cell carcinoma (SCC) remain unclear. Methods: The expressions of PTTG1 and PTTG1-targeted miRNA in oral SCC cell lines and their invasion capability depended on PTTG1 expression were analyzed by quantitative RT-PCR, Western blots, the transwell insert system and Zymography. Results: Invasion abilities were decreased in oral SCC cells treated with siRNA-PTTG1. When PTTG1 were downregulated in oral SCC cells treated with microRNA-186 and -655 inhibited their invasion abilities via MMP-9 activity. Conclusions: These results indicate that alteration of expression of PTTG1 in oral SCC cells by newly identified microRNA-186 and -655 can regulate invasion activity. Therefore, these data offer new insights into further understanding PTTG1 function in oral SCC and should provide new strategies for diagnostic markers for oral SCC.
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Affiliation(s)
- Sang Shin Lee
- Department of Oral Pathology, College of Dentistry, Gangneung-Wonju National University, Gangneung 25457, Korea; (J.H.C.); (S.K.L.)
- Correspondence: (S.S.L.); (Y.K.J.)
| | - Jong Ho Choi
- Department of Oral Pathology, College of Dentistry, Gangneung-Wonju National University, Gangneung 25457, Korea; (J.H.C.); (S.K.L.)
| | - Seung Mook Lim
- Department of Biomedical Science, CHA University, Seoul 13488, Korea; (S.M.L.); (G.J.K.)
| | - Gi Jin Kim
- Department of Biomedical Science, CHA University, Seoul 13488, Korea; (S.M.L.); (G.J.K.)
| | - Suk Keun Lee
- Department of Oral Pathology, College of Dentistry, Gangneung-Wonju National University, Gangneung 25457, Korea; (J.H.C.); (S.K.L.)
| | - Yoon Kyung Jeon
- Department of Pathology, Seoul National University College of Medicine, Seoul 03080, Korea
- Correspondence: (S.S.L.); (Y.K.J.)
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The Potential of Phytochemicals in Oral Cancer Prevention and Therapy: A Review of the Evidence. Biomolecules 2020; 10:biom10081150. [PMID: 32781654 PMCID: PMC7465709 DOI: 10.3390/biom10081150] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 07/29/2020] [Accepted: 08/03/2020] [Indexed: 12/15/2022] Open
Abstract
The etiological factors of oral cancer are complex including drinking alcohol, smoking tobacco, betel quid chewing, human papillomavirus infection, and nutritional deficiencies. Understanding the molecular mechanism of oral cancer is vital. The traditional treatment for patients with oral squamous cell carcinoma (e.g., surgery, radiotherapy, and chemotherapy) and targeted molecular therapy still have numerous shortcomings. In recent years, the use of phytochemical factors to prevent or treat cancer has received increasing attention. These phytochemicals have little or no toxicity against healthy tissues and are thus ideal chemopreventive agents. However, phytochemicals usually have low water solubility, low bioavailability, and insufficient targeting which limit therapeutic use. Numerous studies have investigated the development of phytochemical delivery systems to address these problems. The present article provides an overview of oral cancer including the etiological factors, diagnosis, and traditional therapy. Furthermore, the classification, dietary sources, anticancer bioactivity, delivery system improvements, and molecular mechanisms against oral cancer of phytochemicals are also discussed in this review.
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Liu J, Zhou L, Lin S, Yao B. Role of serum matrix metalloproteinase in the diagnosis of gastric cancer. Pak J Med Sci 2020; 36:1025-1031. [PMID: 32704283 PMCID: PMC7372687 DOI: 10.12669/pjms.36.5.2059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Objective To determine the clinical value of a matrix metalloproteinase (MMP) antibody array in diagnosing gastric cancer (GC). Methods In this prospective study, serum samples of patients with GC (n=66) and non-neoplastic gastric disease (NGD; n=34) were collected between November 2017 and July 2018. The quantitative measurement of 10 MMP-related proteins was done using MMP arrays and compared between the two groups. Results The serum levels of MMPs 3, 8, 9 and tissue inhibitor of metalloproteinases (TIMPs) 1 and 2 were significantly higher in the GC group than in the NGD group (p<0.05). The area under curve (AUC) of the 10 MMP proteins for the diagnosis of GC varied between 0.500 and 0.658. The total AUC of all MMPs was 0.897 (95% CI: 0.837-0.957). The total AUC of the five MMPs (MMPs 3, 8, 9, and TIMPs 1 and 2) was 0.821 (95% CI: 0.733-0.909) for diagnosing GC. Also, the 10-factor and 5-factor predictive models had good diagnostic ability for early GC with an AUC of 0.865 (95% CI: 0.753-0.977) and 0.749 (95% CI: 0.600-0.898), respectively. Conclusions The detection of multiple serum MMPs with protein biochip technology is promising to be used as a novel non-invasive tool for facilitating early diagnosis or screening of GC.
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Affiliation(s)
- Jian Liu
- Jian Liu, Department of Gastroenterology, Peking University Third Hospital, Beijing, 100191, China
| | - Liya Zhou
- Liya Zhou, Department of Gastroenterology, Peking University Third Hospital, Beijing, 100191, China
| | - Sanren Lin
- Sanren Lin, Department of Gastroenterology, Peking University Third Hospital, Beijing, 100191, China
| | - Bei Yao
- Bei Yao, Department of Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, China
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