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Eggers AS, Hafian A, Lerchbaumer MH, Hasenfuß G, Stangl K, Pieske B, Lankeit M, Ebner M. Acute Infections and Inflammatory Biomarkers in Patients with Acute Pulmonary Embolism. J Clin Med 2023; 12:jcm12103546. [PMID: 37240652 DOI: 10.3390/jcm12103546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/09/2023] [Accepted: 05/11/2023] [Indexed: 05/28/2023] Open
Abstract
Although infections are frequent in patients with pulmonary embolism (PE), its effect on adverse outcome risk remains unclear. We investigated the incidence and prognostic impact of infections requiring antibiotic treatment and of inflammatory biomarkers (C-reactive protein [CRP] and procalcitonin [PCT]) on in-hospital adverse outcomes (all-cause mortality or hemodynamic insufficiency) in 749 consecutive PE patients enrolled in a single-centre registry. Adverse outcomes occurred in 65 patients. Clinically relevant infections were observed in 46.3% of patients and there was an increased adverse outcome risk with an odds ratio (OR) of 3.12 (95% confidence interval [CI] 1.70-5.74), comparable to an increase in one risk class of the European Society of Cardiology (ESC) risk stratification algorithm (OR 3.45 [95% CI 2.24-5.30]). CRP > 124 mg/dL and PCT > 0.25 µg/L predicted patient outcome independent of other risk factors and were associated with respective ORs for an adverse outcome of 4.87 (95% CI 2.55-9.33) and 5.91 (95% CI 2.74-12.76). In conclusion, clinically relevant infections requiring antibiotic treatment were observed in almost half of patients with acute PE and carried a similar prognostic effect to an increase in one risk class of the ESC risk stratification algorithm. Furthermore, elevated levels of CRP and PCT seemed to be independent predictors of adverse outcome.
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Affiliation(s)
- Ann-Sophie Eggers
- Department of Cardiology, Angiology and Intensive Care Medicine, Charité Campus Virchow-Klinikum Mittelallee, German Heart Center of the Charité-University Medicine Berlin, 13353 Berlin, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Berlin, 10785 Berlin, Germany
| | - Alaa Hafian
- Clinic of Cardiology and Pneumology, University Medical Center Göttingen, 37075 Goettingen, Germany
| | - Markus H Lerchbaumer
- Department of Radiology, Campus Charité Mitte (CCM), Charité-University Medicine Berlin, 10117 Berlin, Germany
| | - Gerd Hasenfuß
- Clinic of Cardiology and Pneumology, University Medical Center Göttingen, 37075 Goettingen, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Goettingen, 37075 Goettingen, Germany
| | - Karl Stangl
- German Center for Cardiovascular Research (DZHK), Partner Site Berlin, 10785 Berlin, Germany
- Department of Cardiology, Angiology and Intensive Care Medicine, Charité Campus Mitte, German Heart Center of the Charité-University Medicine Berlin, 10117 Berlin, Germany
| | | | - Mareike Lankeit
- Clinic of Cardiology and Pneumology, University Medical Center Göttingen, 37075 Goettingen, Germany
| | - Matthias Ebner
- German Center for Cardiovascular Research (DZHK), Partner Site Berlin, 10785 Berlin, Germany
- Department of Cardiology, Angiology and Intensive Care Medicine, Charité Campus Mitte, German Heart Center of the Charité-University Medicine Berlin, 10117 Berlin, Germany
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Keller K, Schmitt VH, Sagoschen I, Münzel T, Espinola-Klein C, Hobohm L. CRB-65 for Risk Stratification and Prediction of Prognosis in Pulmonary Embolism. J Clin Med 2023; 12:1264. [PMID: 36835800 PMCID: PMC9961795 DOI: 10.3390/jcm12041264] [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: 12/31/2022] [Revised: 01/29/2023] [Accepted: 02/01/2023] [Indexed: 02/09/2023] Open
Abstract
BACKGROUND Pulmonary embolism (PE) is accompanied by high morbidity and mortality. The search for simple and easily assessable risk stratification scores with favourable effectiveness is still ongoing, and prognostic performance of the CRB-65 score in PE might promising. METHODS The German nationwide inpatient sample was used for this study. All patient cases of patients with PE in Germany 2005-2020 were included and stratified for CRB-65 risk class: low-risk group (CRB-65-score 0 points) vs. high-risk group (CRB-65-score ≥1 points). RESULTS Overall, 1,373,145 patient cases of patients with PE (76.6% aged ≥65 years, 47.0% females) were included. Among these, 1,051,244 patient cases (76.6%) were classified as high-risk according to CRB-65 score (≥1 points). The majority of high-risk patients according to CRB-65 score were females (55.8%). Additionally, high-risk patients according to CRB-65 score showed an aggravated comorbidity profile with increased Charlson comorbidity index (5.0 [IQR 4.0-7.0] vs. 2.0 [0.0-3.0], p < 0.001). In-hospital case fatality (19.0% vs. 3.4%, p < 0.001) and MACCE (22.4% vs. 5.1%, p < 0.001) occurred distinctly more often in PE patients of the high-risk group according to CRB-65 score (≥1 points) compared to the low-risk group (= 0 points). The CRB-65 high-risk class was independently associated with in-hospital death (OR 5.53 [95%CI 5.40-5.65], p < 0.001) as well as MACCE (OR 4.31 [95%CI 4.23-4.40], p < 0.001). CONCLUSIONS Risk stratification with CRB-65 score was helpful for identifying PE patients being at higher risk of adverse in-hospital events. The high-risk class according to CRB-65 score (≥1 points) was independently associated with a 5.5-fold increased occurrence of in-hospital death.
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Affiliation(s)
- Karsten Keller
- Department of Cardiology, University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- Center for Thrombosis and Hemostasis (CTH), University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- Medical Clinic VII, Department of Sports Medicine, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Volker H. Schmitt
- Department of Cardiology, University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, 55131 Mainz, Germany
| | - Ingo Sagoschen
- Department of Cardiology, University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Thomas Münzel
- Department of Cardiology, University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, 55131 Mainz, Germany
| | - Christine Espinola-Klein
- Department of Cardiology, University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- Center for Thrombosis and Hemostasis (CTH), University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Lukas Hobohm
- Department of Cardiology, University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- Center for Thrombosis and Hemostasis (CTH), University Medical Center Mainz, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
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Case Report of a Massive Life-threatening Neonatal Thrombosis Treated With a Targeted, Goal-oriented Scheme of Urokinase. J Pediatr Hematol Oncol 2022; 44:405-408. [PMID: 35129145 DOI: 10.1097/mph.0000000000002410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 12/31/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Thrombotic events are severe, often under-diagnosed, complications occurring in newborn infants during their hospital stay. Currently, there is no consensus regarding the optimal treatment scheme for thrombolysis in neonates. OBSERVATIONS We present the case of a newborn suffering from a life-threatening thrombosis. Diagnosis was suggested by a gradual increase of C-reactive protein, with repeatedly normal procalcitonin. Thrombosis was successfully and safely treated with a long scheme of 21 days of urokinase, supported by vascular ultrasound and d-dimer trend. CONCLUSIONS Laboratory and ultrasound results may help in adjusting the duration of the thrombolytic treatment, allowing for longer therapeutic schemes that could optimize treatment success. In addition, our case may suggest a possible combined role of C-reactive protein and procalcitonin as an early diagnostic aid in neonatal thrombosis.
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A Broad Learning System to Predict the 28-Day Mortality of Patients Hospitalized with Community-Acquired Pneumonia: A Case-Control Study. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:7003272. [PMID: 35281948 PMCID: PMC8916852 DOI: 10.1155/2022/7003272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 01/20/2022] [Accepted: 01/31/2022] [Indexed: 11/17/2022]
Abstract
This study was to conduct a model based on the broad learning system (BLS) for predicting the 28-day mortality of patients hospitalized with community-acquired pneumonia (CAP). A total of 1,210 eligible CAP cases from Chifeng Municipal Hospital were finally included in this retrospective case-control study. Random forest (RF) and an eXtreme Gradient Boosting (XGB) models were used to develop the prediction models. The data features extracted from BLS are utilized in RF and XGB models to predict the 28-day mortality of CAP patients, which established two integrated models BLS-RF and BLS-XGB. Our results showed the integrated model BLS-XGB as an efficient broad learning system (BLS) for predicting the death risk of patients, which not only performed better than the two basic models but also performed better than the integrated model BLS-RF and two well-known deep learning systems-deep neural network (DNN) and convolutional neural network (CNN). In conclusion, BLS-XGB may be recommended as an efficient model for predicting the 28-day mortality of CAP patients after hospital admission.
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Heerink JS, Gemen E, Oudega R, Geersing GJ, Hopstaken R, Kusters R. Performance of C-Reactive Protein, Procalcitonin, TAT Complex, and Factor VIII in Addition to D-Dimer in the Exclusion of Venous Thromboembolism in Primary Care Patients. J Appl Lab Med 2021; 7:444-455. [PMID: 34597379 DOI: 10.1093/jalm/jfab094] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 06/28/2021] [Indexed: 11/14/2022]
Abstract
BACKGROUND In primary care, D-dimer-combined with a clinical assessment-is recommended for ruling-out venous thromboembolism (VTE). However, D-dimer testing frequently yields false-positive results, notably in the elderly, and the search for novel biomarkers thus continues. We assessed the added diagnostic value of 4 promising laboratory tests. METHODS Plasma samples from 256 primary care patients suspected of VTE were collected. We explored added value (beyond D-dimer) of C-reactive protein (CRP), procalcitonin (PCT), thrombin-antithrombin III complex (TAT-c), and factor VIII (FVIII). Diagnostic performance of these biomarkers was assessed univariably and by estimating their area under the receiver operating curve (AUC). Added diagnostic potential beyond D-dimer testing was assessed using multivariable logistic regression. RESULTS Plasma samples of 237 VTE-suspected patients were available for analysis-36 patients (25%) confirmed deep vein thrombosis, 11 patients (12%) pulmonary embolism. Apart from D-dimer, only CRP, and FVIII levels appeared to be higher in patients with VTE compared to patients without VTE. The AUCs for these 3 markers were 0.76 (95% CI: 0.69-0.84) and 0.75 (95% CI: 0.68-0.83), respectively, whereas the AUC for D-dimer was 0.90 (95% CI: 0.86-0.94). Combining these biomarkers in a multivariable logistic model with D-dimer did not improve these AUCs meaningfully. CONCLUSIONS In our dataset, we were unable to demonstrate any added diagnostic performance beyond D-dimer testing of novel biomarkers in patients suspected of VTE in primary care. As such, D-dimer testing appears to remain the best choice in the exclusion of clinically suspected VTE in this setting. TRIAL REGISTRATION Netherlands Trial Register NL5974. (METC protocol number: 16-356/M; NL56475.041.16.).
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Affiliation(s)
- Jorn S Heerink
- Department of Clinical Chemistry and Haematology, Jeroen Bosch Hospital, 's-Hertogenbosch, the Netherlands.,Department of Health Technology and Services Research, Technical Medical Centre, University of Twente, Enschede, the Netherlands
| | - Eugenie Gemen
- Department of Clinical Chemistry and Haematology, Jeroen Bosch Hospital, 's-Hertogenbosch, the Netherlands
| | - Ruud Oudega
- Department of Clinical Chemistry and Haematology, Jeroen Bosch Hospital, 's-Hertogenbosch, the Netherlands.,Julius Centre for Health Sciences and General Practice, University Medical Centre Utrecht, the Netherlands
| | - Geert-Jan Geersing
- Julius Centre for Health Sciences and General Practice, University Medical Centre Utrecht, the Netherlands
| | | | - Ron Kusters
- Department of Clinical Chemistry and Haematology, Jeroen Bosch Hospital, 's-Hertogenbosch, the Netherlands.,Department of Health Technology and Services Research, Technical Medical Centre, University of Twente, Enschede, the Netherlands
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What is the most reliable marker in the differential diagnosis of pulmonary embolism and community-acquired pneumonia? Blood Coagul Fibrinolysis 2016; 27:252-8. [PMID: 26258679 DOI: 10.1097/mbc.0000000000000391] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Because of similar clinical manifestations and laboratory findings, differential diagnosis of pulmonary embolism and community-acquired pneumonia (CAP) is generally difficult. Therefore, this study was conducted to find good markers for the easy, cheap, and fast differential diagnosis of pulmonary embolism and CAP. Thirty-four patients diagnosed with pulmonary embolism and 38 patients with CAP who were admitted to either emergency department or chest diseases outpatient clinic were included in this study. On admission and third day, complete blood count, C-reactive protein (CRP), erythrocyte sedimentation rate, procalcitonin (PCT), and D-dimer levels of each patient were measured. Neutrophil-to-lymphocyte ratio (NLR) was calculated using the formula NLR = neutrophil count/lymphocyte count. NLR/D-dimer and PCT/D-dimer ratios were also calculated. First day neutrophil count (P = 0.005), NLR (P = 0.002), CRP (P < 0.001), erythrocyte sedimentation rate (P < 0.001), PCT (P < 0.001), NLR/D-dimer (P < 0.001), and PCT/D-dimer (P < 0.001) levels were higher in patients with CAP compared with patients with pulmonary embolism. In stepwise logistic regression analysis done with all the parameters used for the differential diagnosis of pulmonary embolism and CAP, CRP, PCT/D-dimer, and NLR/D-dimer were found to be independent predictive factors for the presence of CAP. Among these factors, NLR/D-dimer ratio was found to be the most sensitive (97.4%) to have the highest negative predictive value 96.7% and to be the most accurate (area under curve = 0.921) (91.7%) parameter for the differential diagnosis of pulmonary embolism and CAP. In this study, NLR/D-dimer ratio was found to be more sensitive and more selective with negative predictive value and area under curve for the differential diagnosis of pulmonary embolism and CAP compared with other laboratory tests.
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Nouvenne A, Ticinesi A, Folesani G, Cerundolo N, Prati B, Morelli I, Guida L, Lauretani F, Maggio M, Aloe R, Lippi G, Meschi T. The association of serum procalcitonin and high-sensitivity C-reactive protein with pneumonia in elderly multimorbid patients with respiratory symptoms: retrospective cohort study. BMC Geriatr 2016; 16:16. [PMID: 26772604 PMCID: PMC4715290 DOI: 10.1186/s12877-016-0192-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Accepted: 01/06/2016] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Serum procalcitonin and high-sensitivity C-reactive protein (hs-CRP) elevations have been associated with pneumonia in adults. Our aim was to establish their diagnostic usefulness in a cohort of hospitalized multimorbid patients ≥65 years old admitted to hospital with acute respiratory symptoms. METHODS With a retrospective cohort study design, all multimorbid patients ≥65 years-old with acute respiratory symptoms admitted to an internal medicine hospital ward in Italy from January to August 2013 were evaluated. Pneumonia diagnosis, comorbidities expressed through Cumulative Illness Rating Scale (CIRS), setting of living, length of stay, serum hs-CRP and procalcitonin at admission were collected for each patient. Data were analyzed with Mann-Whitney's U test and multivariate Cox logistic regression analysis. A Receiver Operating Characteristic (ROC) curve was used to verify each biomarker's association with pneumonia diagnosis. RESULTS Four hundred fifty five patients (227 M) were included in the study, of whom 239 with pneumonia (138 M, mean age 80 ± 13) and 216 without pneumonia (89 M, mean age 80 ± 14). After adjustment for age and sex, median levels of hs-CRP were significantly higher in patients with pneumonia (116 mg/L, IQR 46.5-179.0, vs 22.5 mg/dl, IQR 6.9-84.4, p < 0.0001), while procalcitonin median levels were not (0.22 ng/ml IQR 0.12-0.87, vs 0.15 ng/ml, IQR 0.10-0.35, p = 0.08). The ROC analysis showed that, unlike procalcitonin, hs-CRP values were predictive of pneumonia (AUC 0.76, 95% CI 0.72-0.79, p < 0.0001, cut-off value 61 mg/L), even after adjustment for possible confounders including nursing home residence and dementia. Serum hs-CRP levels >61 mg/L were independently associated with a 3.59-fold increased risk of pneumonia (OR 3.59, 95% CI 2.35-5.48, p < 0.0001). CONCLUSION In elderly multimorbid patients who require hospital admission for respiratory symptoms, serum hs-CRP testing seems to be more useful than procalcitonin for guiding the diagnostic process when clinical suspicion of pneumonia is present. Procalcitonin testing might hence be not recommended in this setting.
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Affiliation(s)
- Antonio Nouvenne
- Department of Clinical and Experimental Medicine, University of Parma, Parma, Italy. .,Internal Medicine and Critical Subacute Care Unit, Geriatric-Rehabilitation Department, Parma University Hospital, Parma, Italy.
| | - Andrea Ticinesi
- Department of Clinical and Experimental Medicine, University of Parma, Parma, Italy.,Internal Medicine and Critical Subacute Care Unit, Geriatric-Rehabilitation Department, Parma University Hospital, Parma, Italy
| | | | - Nicoletta Cerundolo
- Department of Clinical and Experimental Medicine, University of Parma, Parma, Italy.,Internal Medicine and Critical Subacute Care Unit, Geriatric-Rehabilitation Department, Parma University Hospital, Parma, Italy
| | - Beatrice Prati
- Internal Medicine and Critical Subacute Care Unit, Geriatric-Rehabilitation Department, Parma University Hospital, Parma, Italy
| | - Ilaria Morelli
- Internal Medicine and Critical Subacute Care Unit, Geriatric-Rehabilitation Department, Parma University Hospital, Parma, Italy
| | - Loredana Guida
- Internal Medicine and Critical Subacute Care Unit, Geriatric-Rehabilitation Department, Parma University Hospital, Parma, Italy
| | - Fulvio Lauretani
- Department of Clinical and Experimental Medicine, University of Parma, Parma, Italy.,Internal Medicine and Critical Subacute Care Unit, Geriatric-Rehabilitation Department, Parma University Hospital, Parma, Italy
| | - Marcello Maggio
- Department of Clinical and Experimental Medicine, University of Parma, Parma, Italy
| | - Rosalia Aloe
- Laboratory of Clinical Chemistry and Hematology, Parma University Hospital, Parma, Italy
| | - Giuseppe Lippi
- Laboratory of Clinical Chemistry and Hematology, Parma University Hospital, Parma, Italy
| | - Tiziana Meschi
- Department of Clinical and Experimental Medicine, University of Parma, Parma, Italy.,Internal Medicine and Critical Subacute Care Unit, Geriatric-Rehabilitation Department, Parma University Hospital, Parma, Italy
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Evaluation of serum endothelial cell specific molecule-1 (endocan) levels as a biomarker in patients with pulmonary thromboembolism. Blood Coagul Fibrinolysis 2015; 25:272-6. [PMID: 24509328 DOI: 10.1097/mbc.0000000000000071] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
The aim of this study was to investigate the relationship between pulmonary thromboembolism (PTE) and serum endocan levels. The study included 46 patients with a diagnosis of PTE and control group (25 healthy individuals). Serum endocan levels in all participants' blood samples were measured. The average age of the individuals was 61.76 ± 16.39 years. There was a significant difference in the serum endocan levels between the patients and those of the control group [321.93 ng/l (111.35-2511.33) and 192.77 ng/l (118.30-309.02), respectively; P < 0.030]. The serum endocan levels in the submassive [469.41 ng/l (258.13-800.54)] and the massive PTE groups [719.18 ng/l (319.84-2511.33)] were statistically higher than those in the control group [192.77 ng/l (118.30-309.02)] (P < 0.001 and P < 0.001, respectively). In addition, there was a statistically significant difference between the serum endocan levels of the nonmassive PTE group [188.57 ng/l (111.35-685.56)] and the submassive PTE group (P < 0.01). The serum endocan levels correlated with the international normalization ratio (INR), right ventricular dilatation (RVD) and SBP (r = 0.418, P = 0.004; r = 0.659, P < 0.001; r = -0.425, P = 0.003, respectively). In conclusion, serum endocan levels can be considered a practicable biomarker to determine the severity of PTEs and follow-up thrombolytic therapy.
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Jolobe OMP. Elevated D-dimer levels signify overlap between community-acquired pneumonia and pulmonary embolism. Eur J Intern Med 2013; 24:e18. [PMID: 22917756 DOI: 10.1016/j.ejim.2012.07.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Revised: 07/05/2012] [Accepted: 07/28/2012] [Indexed: 11/25/2022]
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