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Li Y, Li H, Wang Y, Guo J, Zhang D. Potential Biomarkers for Early Diagnosis, Evaluation, and Prognosis of Sepsis-Induced Coagulopathy. Clin Appl Thromb Hemost 2023; 29:10760296231195089. [PMID: 37605466 PMCID: PMC10467369 DOI: 10.1177/10760296231195089] [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: 06/27/2023] [Revised: 07/23/2023] [Accepted: 07/30/2023] [Indexed: 08/23/2023] Open
Abstract
Sepsis-induced coagulopathy (SIC) is a life-threatening complication characterized by the systemic activation of coagulation in sepsis. The diagnostic criteria of SIC consist of three items, including Sequential Organ Failure Assessment (SOFA) score, platelet count, and prothrombin time (PT)-international normalized ratio (INR). SIC has a high prevalence and it can lead to a higher mortality rate and longer length of hospital and ICU stay. Thus, the early detection of SIC is extremely important. It is unfortunate that there is still no precise biomarker for early diagnosis and assessment of the prognosis of SIC. We reviewed the current literature and discovered that some potential biomarkers, such as soluble thrombomodulin (sTM), thrombin-antithrombin complex (TAT), tissue plasminogen activator-inhibitor complex (t-PAIC), α2-plasmin inhibitor-plasmin complex (PIC), C-type lectin-like receptor 2 (CLEC-2), neutrophil extracellular traps (NETs), prothrombin fragment 1.2 (F1.2), Angiopoietin-2 (Ang-2), plasminogen activator inhibitor-1 (PAI-1), and tissue inhibitor of metalloproteinase-1 (TIMP-1) may be useful for early diagnosis, evaluation, and prognosis of SIC. Early initiation of treatment without missing any therapeutic opportunities may improve SIC patients' prognosis. Further large-scale clinical studies are still needed to confirm the role of these biomarkers in the diagnosis and prognosis assessment of SIC.
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Affiliation(s)
- Yuting Li
- Department of Critical Care Medicine, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Hongxiang Li
- Department of Critical Care Medicine, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Youquan Wang
- Department of Critical Care Medicine, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Jianxing Guo
- Department of Critical Care Medicine, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Dong Zhang
- Department of Critical Care Medicine, The First Hospital of Jilin University, Changchun, Jilin, China
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Lubis B, Lelo A, Amelia P, Prima A. The Effect of Thiamine, Ascorbic Acid, and the Combination of Them on the Levels of Matrix Metalloproteinase-9 (MMP-9) and Tissue Inhibitor of Matrix Metalloproteinase-1 (TIMP-1) in Sepsis Patients. Infect Drug Resist 2022; 15:5741-5751. [PMID: 36204393 PMCID: PMC9531617 DOI: 10.2147/idr.s378523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 09/16/2022] [Indexed: 11/23/2022] Open
Abstract
Background Methods Results Conclusion
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Affiliation(s)
- Bastian Lubis
- Department of Anesthesiology and Intensive Care, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
| | - Aznan Lelo
- Department of Pharmacology and Therapeutics, Universitas Sumatera Utara, Medan, Indonesia
| | - Putri Amelia
- Department of Pediatric, Universitas Sumatera Utara, Medan, Indonesia
- Correspondence: Putri Amelia, Department of Pediatric, Hospital of Haji Adam Malik, Jl. Bunga Lau No. 17, Kemenangan Tani, Kec. Medan Tuntungan, Medan, Sumatera Utara, 20136, Indonesia, Tel +061 8360143, Email
| | - Agus Prima
- Department of Anesthesiology and Intensive Care, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
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Yao Y, Zhao J, Hu J, Song H, Wang S, Ying W. Identification of potential biomarkers and immune infiltration in pediatric sepsis via multiple-microarray analysis. EUR J INFLAMM 2022. [DOI: 10.1177/1721727x221144392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Immune adjustment has become a sepsis occurring in the development of an important mechanism that cannot be ignored. This article from the perspective of immune infiltration of pediatric sepsis screening markers, and promote the understanding of disease mechanisms. Bioinformatics integrated six data sets of pediatric sepsis by using the surrogate variable analysis package and then analyzed differentially expressed genes (DEGs), immune infiltration and weighted gene co-expression network analysis of characteristics (WGCNA) of immune infiltration between pediatric sepsis and the control. Common genes of WGCNA and DEGs were used to functional annotation, pathway enrichment analysis and protein-protein interaction network. Support vector machine (SVM), least absolute shrinkage and selection operator (LASSO) regression and multivariate logistic regression were used to confirm the key genes for the diagnosis of pediatric sepsis. Receiver operating characteristic (ROC) curve, C index, principal component analysis (PCA) and GiViTi calibration band were used to evaluate the diagnostic performance of key genes. Decision curve analysis (DCA) was used to evaluate the clinical application value of key genes. Lastly, the correlation between key genes and immune cells was analyze. NK cells Resting and NK cell activated in pediatric sepsis during immune infiltration were significantly lower than those in the control group, while M1 Macrophages were higher than those in the control group. ROC, C-index, PCA, GiViTi calibration band and DCA indicated that MCEMP1, CD177, MMP8 and OLFM4 had high diagnostic performance for pediatric sepsis. There is a negative correlation between 4 key genes and NK cells resting, NK cells activated. Except for MCEMP1, the other 3 genes were positively correlated with M1 Macrophages. This study revealed differences in immune responses in pediatric sepsis and identified four key genes as potential biomarkers. Pediatric sepsis in pathology maybe understood better by learning about how it develops.
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Affiliation(s)
- Yinhui Yao
- Department of Pharmacy, The Affiliated Hospital of Chengde Medical University, Chengde, China
| | - Jingyi Zhao
- Department of Functional Center, Chengde Medical University, Chengde, China
| | - Junhui Hu
- Department of Pharmacy, The Affiliated Hospital of Chengde Medical University, Chengde, China
| | - Hong Song
- Department of Pharmacy, The Affiliated Hospital of Chengde Medical University, Chengde, China
| | - Sizhu Wang
- Office of Drug and Medical Device Clinical Trial Institution, The Affiliated Hospital of Chengde Medical University, Chengde, China
| | - Wang Ying
- Department of Pharmacy, The Affiliated Hospital of Chengde Medical University, Chengde, China
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Matrix metalloproteinase MMP-8, TIMP-1 and MMP-8/TIMP-1 ratio in plasma in methicillin-sensitive Staphylococcus aureus bacteremia. PLoS One 2021; 16:e0252046. [PMID: 34043679 PMCID: PMC8158883 DOI: 10.1371/journal.pone.0252046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Accepted: 05/10/2021] [Indexed: 12/21/2022] Open
Abstract
Background Matrix metalloproteinase-8 (MMP-8) and tissue inhibitor of metalloproteinases-1 (TIMP-1) have been shown to predict prognosis in sepsis. However, MMP-8 and TIMP-1 in Staphylococcus aureus bacteremia (SAB) lacks evaluation and their role in the pathogenesis of SAB is unclear. Methods MMP-8 and TIMP-1 and MMP-8/TIMP-1 molar ratio were determined at days 3, 5 and 28 from positive blood cultures in patients with methicillin-sensitive SAB and the connection to disease severity and early mortality was determined. Results Altogether 395 SAB patients were included. Patients with severe sepsis or infection focus presented higher MMP-8 levels at day 3 and 5 (p<0.01). Higher day 3 and 5 MMP-8 levels were associated to mortality at day 14 and 28 (p<0.01) and day 90 (p<0.05). Day 3 MMP-8 cut-off value of 203 ng/ml predicted death within 14 days with an area under the curve (AUC) of 0.70 (95% CI 0.57–0.82) (p<0.01). Day 5 MMP-8 cut-off value of 239 ng/ml predicted death within 14 days with an AUC of 0.76 (95% CI 0.65–0.87) (p<0.001). The results for MMP-8/TIMP-1 resembled that of MMP-8. TIMP-1 had no prognostic impact. In Cox regression analysis day 3 or 5 MMP-8 or day 3 MMP-8/TIMP-1 had no prognostic impact whereas day 5 MMP-8/TIMP-1 predicted mortality within 14 days (HR, 4.71; CI, 95% 1.67–13.3; p<0.01). Conclusion MMP-8 and MMP-8/TIMP-1 ratio were high 3–5 days after MS-SAB diagnosis in patients with an infection focus, severe sepsis or mortality within 14 days suggesting that matrix metalloproteinase activation might play a role in severe SAB.
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Qu HQ, Qu J, Dunn T, Snyder J, Miano TA, Connolly J, Glessner J, Anderson BJ, Reilly JP, Jones TK, Giannini HM, Agyekum RS, Weisman AR, Ittner CAG, Rodrigues LG, Kao C, Shashaty MGS, Sleiman P, Meyer NJ, Hakonarson H. Elevation of Circulating LIGHT (TNFSF14) and Interleukin-18 Levels in Sepsis-Induced Multi-Organ Injuries. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021. [PMID: 34075388 DOI: 10.1101/2021.05.25.21257799] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Objective The cytokines, LIGHT (TNFSF14) and Interleukin-18 (IL-18), are two important therapeutic targets due to their central roles in the function of activated T cells and inflammatory injury. LIGHT was recently shown to play a major role in COVID19 induced acute respiratory distress syndrome (ARDS), reducing mortality and hospital stay. This study aims to investigate the associations of LIGHT and IL-18 with non-COVID19 related ARDS, acute hypoxic respiratory failure (AHRF) or acute kidney injury (AKI), secondary to viral or bacterial sepsis. Research Design and Methods A cohort of 280 subjects diagnosed with sepsis, including 91 cases with sepsis triggered by viral infections, were investigated in this study and compared to healthy controls. Serum LIGHT, IL-18, and 59 other biomarkers (cytokines, chemokines and acute-phase reactants) were measured and associated with symptom severity. Results ARDS was observed in 36% of the patients, with 29% of the total patient cohort developing multi-organ failure (failure of two or more organs). We observed significantly increased LIGHT level (>2SD above mean of healthy subjects) in both bacterial sepsis patients (P=1.80E-05) and patients with sepsis from viral infections (P=1.78E-03). In bacterial sepsis, increased LIGHT level associated with ARDS, AKI and higher Apache III scores, findings also supported by correlations of LIGHT with other biomarkers of organ failures, suggesting LIGHT may be an inflammatory driver. IL-18 levels were highly variable across individuals, and consistently correlated with Apache III scores, mortality, and AKI, in both bacterial and viral sepsis. Conclusions For the first time, we demonstrate independent effects of LIGHT and IL-18 in septic organ failures. LIGHT levels are significantly elevated in non-COVID19 sepsis patients with ARDS and/or multi-organ failures suggesting that anti-LIGHT therapy may be effective therapy in a subset of patients with sepsis. Given the large variance of plasma IL-18 among septic subjects, targeting this pathway raises opportunities that require a precision application.
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Barton AK, Richter IG, Ahrens T, Merle R, Alalwani A, Lilge S, Purschke K, Barnewitz D, Gehlen H. MMP-9 Concentration in Peritoneal Fluid Is a Valuable Biomarker Associated with Endotoxemia in Equine Colic. Mediators Inflamm 2021; 2021:9501478. [PMID: 33488296 PMCID: PMC7803393 DOI: 10.1155/2021/9501478] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 12/03/2020] [Accepted: 12/28/2020] [Indexed: 11/21/2022] Open
Abstract
The purpose of the study was to compare the results of sepsis scoring (clinical examination and clinical pathology) to the concentrations of matrix-metalloproteinases (MMPs) -2, -8, and -9; tissue-inhibitor of metalloproteinases (TIMPs) -1 and -2; and inflammatory chemokines interleukin (IL) 1β and tumor-necrosis-factor-alpha (TNF-α) in plasma and peritoneal fluid of equine colic patients. A modified sepsis scoring including general condition, heart and respiratory rate, rectal temperature, mucous membranes, white blood cell count (WBC), and ionized calcium was applied in 47 horses presented with clinical signs of colic. Using this scoring system, horses were classified as negative (n = 32, ≤6/19 points), questionable (n = 9, 7-9/19 points), or positive (n = 6, ≥10/19 points) for sepsis. MMPs, TIMPs, IL-1β, and TNF-α concentrations were evaluated in plasma and peritoneal fluid using species-specific sandwich ELISA kits. In a linear discriminant analysis, all parameters of sepsis scoring apart from calcium separated well between sepsis severity groups (P < 0.05). MMP-9 was the only biomarker of high diagnostic value, while all others remained insignificant. A significant influence of overall sepsis scoring on MMP-9 was found for peritoneal fluid (P = 0.005) with a regression coefficient of 0.092, while no association was found for plasma (P = 0.085). Using a MMP-9 concentration of >113 ng/ml in the peritoneal fluid was found to be the ideal cutoff to identify positive sepsis scoring (≥10/19 points; sensitivity of 83.3% and specificity of 82.9%). In conclusion, MMP-9 was found to be a biomarker of high diagnostic value for sepsis and endotoxemia in equine colic. The evaluation of peritoneal fluid seems preferable in comparison to plasma. As abdominocentesis is commonly performed in the diagnostic work-up of equine colic, a pen-side assay would be useful and easy-to-perform diagnostic support in the decision for therapeutic intervention.
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Affiliation(s)
| | - Ina-Gabriele Richter
- Research Centre of Medical Technology and Biotechnology, Bad Langensalza, Germany
| | - Tanja Ahrens
- Equine Clinic, Freie Universitaet Berlin, Berlin, Germany
| | - Roswitha Merle
- Institute for Veterinary Epidemiology, Freie Universitaet Berlin, Berlin, Germany
| | | | - Svenja Lilge
- Equine Clinic, Freie Universitaet Berlin, Berlin, Germany
| | | | - Dirk Barnewitz
- Research Centre of Medical Technology and Biotechnology, Bad Langensalza, Germany
| | - Heidrun Gehlen
- Equine Clinic, Freie Universitaet Berlin, Berlin, Germany
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Zhao H, Cai X, Liu N, Zhang Z. Thromboelastography as a tool for monitoring blood coagulation dysfunction after adequate fluid resuscitation can predict poor outcomes in patients with septic shock. J Chin Med Assoc 2020; 83:674-677. [PMID: 32433347 DOI: 10.1097/jcma.0000000000000345] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Coagulation abnormalities are universal in patients with septic shock and likely play a key role in multiple organ dysfunction syndrome. Early diagnosis and management of sepsis-induced coagulopathy can influence the outcome. Thromboelastography (TEG) can effectively distinguish hypercoagulability and hypocoagulability in patients with septic shock. TEG may be a useful tool to objectively evaluate the degree and risk of sepsis. METHODS A total of 76 adult patients with septic shock were enrolled and divided into four groups: patients with hypotension requiring vasopressor and serum lactate level >2 mmol/L (group A), patients with hypotension requiring vasopressor and serum lactate level ≤2 mmol/L (group B), patients with mean arterial pressure ≥65 mmHg and serum lactate level >2 mmol/L (group C), and patients with mean arterial pressure ≥65 mmHg and serum lactate level ≤2 mmol/L (group D) after adequate fluid resuscitation. TEG values were obtained at the emergency room and after 6 hours of adequate fluid resuscitation. Data on fibrinogen (FIB) levels, international normalized ratio (INR), activated partial thromboplastin time (aPTT), blood gas, platelet count, and D-dimers were also collected. RESULTS The length of stay in the intensive care unit was 9.11 ± 5.36 days. Mortality rate was 6.58%. The values of reaction time, kinetics time, maximum amplitude, alpha angle, aPTT, INR, serum creatinine, FIB, and sepsis-related organ failure assessment (SOFA) score showed a significant differences. The results of the routine coagulation tests, blood gas volume, platelet count, procalcitonin level, D-dimer level, white blood cell count, creatinine level, disseminated intravascular coagulation score, SOFA score, and TEG values after adequate fluid resuscitation were significantly different between groups A and B, groups A and C, groups A and D, groups B and D, and groups C and D. CONCLUSION TEG is helpful in predicting the severity of sepsis and outcome of patients.
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Affiliation(s)
- Hui Zhao
- Department of Emergency Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiujun Cai
- Department of General Surgery Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Ning Liu
- Department of Emergency Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhongheng Zhang
- Department of Emergency Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Pierrakos C, Velissaris D, Bisdorff M, Marshall JC, Vincent JL. Biomarkers of sepsis: time for a reappraisal. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2020; 24:287. [PMID: 32503670 PMCID: PMC7273821 DOI: 10.1186/s13054-020-02993-5] [Citation(s) in RCA: 311] [Impact Index Per Article: 62.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 05/14/2020] [Indexed: 12/12/2022]
Abstract
INTRODUCTION Sepsis biomarkers can have important diagnostic, therapeutic, and prognostic functions. In a previous review, we identified 3370 references reporting on 178 different biomarkers related to sepsis. In the present review, we evaluate the progress in the research of sepsis biomarkers. METHODS Using the same methodology as in our previous review, we searched the PubMed database from 2009 until September 2019 using the terms "Biomarker" AND "Sepsis." There were no restrictions by age or language, and all studies, clinical and experimental, were included. RESULTS We retrieved a total of 5367 new references since our previous review. We identified 258 biomarkers, 80 of which were new compared to our previous list. The majority of biomarkers have been evaluated in fewer than 5 studies, with 81 (31%) being assessed in just a single study. Apart from studies of C-reactive protein (CRP) or procalcitonin (PCT), only 26 biomarkers have been assessed in clinical studies with more than 300 participants. Forty biomarkers have been compared to PCT and/or CRP for their diagnostic value; 9 were shown to have a better diagnostic value for sepsis than either or both of these biomarkers. Forty-four biomarkers have been evaluated for a role in answering a specific clinical question rather than for their general diagnostic or prognostic properties in sepsis. CONCLUSIONS The number of biomarkers being identified is still increasing although at a slower rate than in the past. Most of the biomarkers have not been well-studied; in particular, the clinical role of these biomarkers needs to be better evaluated.
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Affiliation(s)
- Charalampos Pierrakos
- Intensive Care Department, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | | | - Max Bisdorff
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles, Route de Lennik 808, 1070, Brussels, Belgium
| | - John C Marshall
- Surgery/Critical Care Medicine, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Jean-Louis Vincent
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles, Route de Lennik 808, 1070, Brussels, Belgium.
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Becker S, Korpelainen S, Arvonen M, Hämäläinen S, Jantunen E, Lappalainen M, Pulkki K, Riikonen P, Juutilainen A. MMP-10 and TIMP-1 as indicators of severe sepsis in adult hematological patients with febrile neutropenia. Leuk Lymphoma 2019; 60:3036-3043. [PMID: 31122146 DOI: 10.1080/10428194.2019.1617859] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Commonly used indicators of sepsis are nonspecific and insufficient for predicting the course of febrile neutropenia (FN) in hematological patients. We analyzed data from 91 adult FN patients who received intensive chemotherapy for acute myeloid leukemia or autologous stem cell transplantation. Compared to patients with non-severe sepsis, patients with severe sepsis had significantly higher serum levels of tissue inhibitor of metalloproteinases-1 on the day of first occurrence of fever (day 0: 172 vs. 112 µg/L, p= .002) and for the two following days (day 1: 219 vs. 128 µg/L, p< .001; day 2: 443 vs. 128 µg/L, p= .001), and significantly higher serum levels of matrix metalloproteinase-10 on day 1 (1975 vs. 876 ng/L, p= .001) and day 2 (2020 vs. 841 ng/L, p< .001). We conclude that the measurement of these biomarkers may be useful in predicting the severity of sepsis in FN patients.
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Affiliation(s)
- Stefan Becker
- Department of Pediatrics, Kuopio University Hospital, Kuopio, Finland
| | - Sini Korpelainen
- Faculty of Health Sciences, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Miika Arvonen
- Department of Pediatrics, Kuopio University Hospital, Kuopio, Finland
| | - Sari Hämäläinen
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Esa Jantunen
- Faculty of Health Sciences, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.,Department of Medicine, Kuopio University Hospital, Kuopio, Finland.,Siun sote - North Carelia Central Hospital, Joensuu, Finland
| | | | - Kari Pulkki
- Laboratory Division, Turku University Central Hospital, Turku, Finland.,Department of Clinical Chemistry, Faculty of Medicine, University of Turku, Turku, Finland.,Eastern Finland Laboratory Center, Kuopio, Finland
| | - Pekka Riikonen
- Department of Pediatrics, Kuopio University Hospital, Kuopio, Finland
| | - Auni Juutilainen
- Faculty of Health Sciences, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.,Department of Medicine, Kuopio University Hospital, Kuopio, Finland
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Serrano-Gomez S, Burgos-Angulo G, Niño-Vargas DC, Niño ME, Cárdenas ME, Chacón-Valenzuela E, McCosham DM, Peinado-Acevedo JS, Lopez MM, Cunha F, Pazin-Filho A, Ilarraza R, Schulz R, Torres-Dueñas D. Predictive Value of Matrix Metalloproteinases and Their Inhibitors for Mortality in Septic Patients: A Cohort Study. J Intensive Care Med 2017; 35:95-103. [DOI: 10.1177/0885066617732284] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Purpose: Over 170 biomarkers are being investigated regarding their prognostic and diagnostic accuracy in sepsis in order to find new tools to reduce morbidity and mortality. Matrix metalloproteinases (MMPs) and their inhibitors have been recently studied as promising new prognostic biomarkers in patients with sepsis. This study is aimed at determining the utility of several cutoff points of these biomarkers to predict mortality in patients with sepsis. Materials and Methods: A multicenter, prospective, analytic cohort study was performed in the metropolitan area of Bucaramanga, Colombia. A total of 289 patients with sepsis and septic shock were included. MMP-9, MMP-2, tissue inhibitor of metalloproteinase 1 (TIMP-1), TIMP-2, TIMP-1/MMP-9 ratio, and TIMP-2/MMP-2 ratio were determined in blood samples. Value ranges were correlated with mortality to estimate sensitivity, specificity, positive predictive value, negative predictive value, and area under the receiving operating characteristic curve. Results: Sensitivity ranged from 33.3% (MMP-9/TIMP-1 ratio) to 60.6% (TIMP-1) and specificity varied from 38.8% (MMP-2/TIMP-2 ratio) to 58.5% (TIMP-1). As for predictive values, positive predictive value range was from 17.5% (MMP-9/TIMP-1 ratio) to 70.4% (MMP-2/TIMP-2 ratio), whereas negative predictive values were between 23.2% (MMP-2/TIMP-2 ratio) and 80.9% (TIMP-1). Finally, area under the curve scores ranged from 0.31 (MMP-9/TIMP-1 ratio) to 0.623 (TIMP-1). Conclusion: Although TIMP-1 showed higher sensitivity, specificity, and negative predictive value, with a representative population sample, we conclude that none of the evaluated biomarkers had significant predictive value for mortality.
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Affiliation(s)
- Sergio Serrano-Gomez
- Department of Public Health, Medicine Program, Hospital Universitario de Santander, Bucaramanga, Santander, Colombia
| | - Gabriel Burgos-Angulo
- Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | | | | | - María Eugenia Cárdenas
- Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | - Estephania Chacón-Valenzuela
- Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | - Diana Margarita McCosham
- Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | | | - M. Marcos Lopez
- Department of Biotechnology, Enterprise Technology Center, Fundación Cardiovascular de Colombia, Bucaramanga, Santander, Colombia
| | - Fernando Cunha
- Department of Pharmacology, Faculty of Medicine, Universidade de Sao Paulo, Ribeirao Preto, Sao Paulo, Brazil
| | - Antonio Pazin-Filho
- Department of Medical Clinics, Emergency Unit, Faculty of Medicine, Universidade de Sao Paulo, Ribeirao Preto, Sao Paulo, Brazil
| | - Ramses Ilarraza
- Departments of Pediatrics and Pharmacology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Richard Schulz
- Departments of Pediatrics and Pharmacology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Diego Torres-Dueñas
- Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
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Niño ME, Serrano SE, Niño DC, McCosham DM, Cardenas ME, Villareal VP, Lopez M, Pazin-Filho A, Jaimes FA, Cunha F, Schulz R, Torres-Dueñas D. TIMP1 and MMP9 are predictors of mortality in septic patients in the emergency department and intensive care unit unlike MMP9/TIMP1 ratio: Multivariate model. PLoS One 2017; 12:e0171191. [PMID: 28192449 PMCID: PMC5305237 DOI: 10.1371/journal.pone.0171191] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 01/18/2017] [Indexed: 01/08/2023] Open
Abstract
INTRODUCTION Matrix metalloproteinases and tissue inhibitors of metalloproteinases could be promising biomarkers for establishing prognosis during the development of sepsis. It is necessary to clarify the relationship between matrix metalloproteinases and their tissue inhibitors. We conducted a cohort study with 563 septic patients, in order to elucidate the biological role and significance of these inflammatory biomarkers and their relationship to the severity and mortality of patients with sepsis. MATERIALS AND METHODS A multicentric prospective cohort was performed. The sample was composed of patients who had sepsis as defined by the International Conference 2001. Serum procalcitonin, creatinine, urea nitrogen, C-Reactive protein, TIMP1, TIMP2, MMP2 and MMP9 were quantified; each patient was followed until death or up to 30 days. A descriptive analysis was performed by calculating the mean and the 95% confidence interval for continuous variables and proportions for categorical variables. A multivariate logistic regression model was constructed by the method of intentional selection of covariates with mortality at 30 days as dependent variable and all the other variables as predictors. RESULTS Of the 563 patients, 68 patients (12.1%) died within the first 30 days of hospitalization in the ICU. The mean values for TIMP1, TIMP2 and MMP2 were lower in survivors, MMP9 was higher in survivors. Multivariate logistic regression showed that age, SOFA and Charlson scores, along with TIMP1 concentration, were statistically associated with mortality at 30 days of septic patients; serum MMP9 was not statistically associated with mortality of patients, but was a confounder of the TIMP1 variable. CONCLUSION It could be argued that plasma levels of TIMP1 should be considered as a promising prognostic biomarker in the setting of sepsis. Additionally, this study, like other studies with large numbers of septic patients does not support the predictive value of TIMP1 / MMP9.
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Affiliation(s)
- Maria Eugenia Niño
- Department of Public Health, Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | - Sergio Eduardo Serrano
- Department of Public Health, Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | - Daniela Camila Niño
- Department of Pharmacology, Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | - Diana Margarita McCosham
- Department of Pharmacology, Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | - Maria Eugenia Cardenas
- Microbiology and Inmunology Department, Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | - Vivian Poleth Villareal
- Department of Pharmacology, Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
| | - Marcos Lopez
- Biotechnology Department, Enterprise Technology Center, Fundación Cardiovascular de Colombia, Bucaramanga, Santander, Colombia
| | - Antonio Pazin-Filho
- Department of Medical Clinics, Emergency unit, Faculty of Medicine, Universidade de Sao Paulo, Ribeirao preto, Sao Paulo, Brazil
| | - Fabian Alberto Jaimes
- Department of Internal Medicine, School Of Medicine, Universidad de Antioquia, Medellin, Antioquia, Colombia
| | - Fernando Cunha
- Department of Pharmacology, Faculty of Medicine, Universidade de Sao Paulo, Ribeirao preto, Sao Paulo, Brazil
| | - Richard Schulz
- Departments of Pediatrics and Pharmacology, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Diego Torres-Dueñas
- Department of Pharmacology, Medicine Program, Faculty of Health Sciences, Universidad Autónoma de Bucaramanga, Bucaramanga, Santander, Colombia
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Fonseca FLA, da Costa Aguiar Alves B, Azzalis LA, Belardo TMG. Matrix Metalloproteases as Biomarkers of Disease. Methods Mol Biol 2017; 1579:299-311. [PMID: 28299745 DOI: 10.1007/978-1-4939-6863-3_17] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Matrix metalloprotease play a vital role in many cellular processes. Dysfunction in activity of these enzymes has been implicated in the pathogenesis of a number of diseases. Factors that affect the balanced interaction between MMPs and their inhibitors, such as genetic mutations of extracellular matrix components or dysregulation of MMP expression, can lead to various diseases. Due to their essential role in ECM remodeling, MMPs have become targets of interest as biomarkers for the diagnosis and prognosis of diseases associated with alterations of the ECM.
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Affiliation(s)
- Fernando Luiz Affonso Fonseca
- Departamento de Ciências Biológicas, Instituto de Ciências Químicas, Ambientais e Farmacêuticas, Universidade Federal de São Paulo, Diadema, SP, Brazil. .,Laboratório de Análises Clínicas-Anexo 3, Faculdade de Medicina do ABC, Vila Principe de Gales, n.821, Santo André, SP, 09060-650, Brazil.
| | - Beatriz da Costa Aguiar Alves
- Laboratório de Análises Clínicas-Anexo 3, Faculdade de Medicina do ABC, Vila Principe de Gales, n.821, Santo André, SP, 09060-650, Brazil
| | - Ligia Ajaime Azzalis
- Departamento de Ciências Biológicas, Instituto de Ciências Químicas, Ambientais e Farmacêuticas, Universidade Federal de São Paulo, Diadema, SP, Brazil
| | - Thaís Moura Gáscon Belardo
- Laboratório de Análises Clínicas-Anexo 3, Faculdade de Medicina do ABC, Vila Principe de Gales, n.821, Santo André, SP, 09060-650, Brazil
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Development and Validation of a Small Single-domain Antibody That Effectively Inhibits Matrix Metalloproteinase 8. Mol Ther 2016; 24:890-902. [PMID: 26775809 DOI: 10.1038/mt.2016.2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Accepted: 12/31/2015] [Indexed: 12/15/2022] Open
Abstract
A detrimental role for matrix metalloproteinase 8 (MMP8) has been identified in several pathological conditions, e.g., lethal hepatitis and the systemic inflammatory response syndrome. Since matrix MMP8-deficient mice are protected in the above-mentioned diseases, specific MMP8 inhibitors could be of clinical value. However, targeting a specific matrix metalloproteinase remains challenging due to the strong structural homology of matrix metalloproteinases, which form a family of 25 members in mammals. Single-domain antibodies, called nanobodies, offer a range of possibilities toward therapy since they are easy to generate, express, produce, and modify, e.g., by linkage to nanobodies directed against other target molecules. Hence, we generated small MMP8-binding nanobodies, and established a proof-of-principle for developing nanobodies that inhibit matrix metalloproteinase activity. Also, we demonstrated for the first time the possibility of expressing nanobodies systemically by in vivo electroporation of the muscle and its relevance as a potential therapy in inflammatory diseases.
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