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Zhang X, Lu F, Zhang B, Liu Z, Geng B, Han H, Xia Y. Serum Interleukin-6 Exhibits Better Diagnostic Performance Than Serum C-Reactive Protein in Acute Periprosthetic Joint Infection. J Arthroplasty 2025:S0883-5403(25)00479-6. [PMID: 40345265 DOI: 10.1016/j.arth.2025.04.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Revised: 04/29/2025] [Accepted: 04/29/2025] [Indexed: 05/11/2025] Open
Abstract
BACKGROUND Inflammatory biomarkers serve as the first-line screening tools for diagnosing periprosthetic joint infection (PJI). However, the kinetics and trajectory of each biomarker in response to inflammatory stimuli vary. This study aimed to identify the most reliable diagnostic predictors for acute and chronic PJI through a comprehensive evaluation of the diagnostic accuracy of commonly utilized serum biomarkers. METHODS We retrospectively analyzed 282 patients undergoing revision total hip or knee arthroplasty between January 2016 and October 2022. After exclusions, 218 patients were categorized into acute PJI (n = 46), chronic PJI (n = 62), and non-PJI (n = 110) groups. A PJI diagnosis was established according to the 2013 International Consensus Meeting (ICM) criteria. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the diagnostic value of serum biomarkers, including C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), interleukin-6 (IL-6), plasma fibrinogen (FIB), and platelet count (PLT). RESULTS The IL-6 demonstrated the highest diagnostic accuracy for acute PJI, with an area under the curve (AUC) of 0.929, followed by CRP (0.853), ESR (0.816), FIB (0.788), and PLT (0.683). In contrast, CRP showed the highest diagnostic accuracy for chronic PJI, with an AUC of 0.908, followed by IL-6 (0.899), FIB (0.883), ESR (0.850), and PLT (0.770). For acute PJI diagnosis, the optimal cutoff value for IL-6 was determined to be 7.2 pg/mL, demonstrating a sensitivity of 93.5%, specificity of 83.6%, positive predictive value (PPV) of 70.5%, and negative predictive value (NPV) of 96.8%. For chronic PJI diagnosis, the optimal cutoff value for CRP was 15.1 mg/L, yielding a sensitivity of 77.4%, specificity of 91.8%, PPV of 84.2%, and NPV of 87.8%. CONCLUSION Serum IL-6 and CRP exhibit excellent diagnostic performance for acute and chronic PJI, respectively. Pairing comparison reveals that IL-6 represents the most accurate biomarker for diagnosing acute PJI.
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Affiliation(s)
- Xiaohui Zhang
- Department of Orthopaedic Surgery, the Second Hospital &Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Fan Lu
- Department of Orthopaedic Surgery, the Second Hospital &Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Baolin Zhang
- Department of Orthopaedic Surgery, the Second Hospital &Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Zhongcheng Liu
- Department of Orthopaedic Surgery, the Second Hospital &Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Bin Geng
- Department of Orthopaedic Surgery, the Second Hospital &Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Hua Han
- Department of Orthopaedic Surgery, the Second Hospital &Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Yayi Xia
- Department of Orthopaedic Surgery, the Second Hospital &Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China.
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Xia Y, Jia B, Chen Y, Wang S, Xu X. Clinical value of coagulation parameters in predicting the severity of severe fever with thrombocytopenia syndrome. Front Microbiol 2024; 15:1335664. [PMID: 38633697 PMCID: PMC11021696 DOI: 10.3389/fmicb.2024.1335664] [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: 11/22/2023] [Accepted: 03/15/2024] [Indexed: 04/19/2024] Open
Abstract
Introduction Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease caused by a novel bunyavirus infection with a high lethality rate. The purpose of this study was to investigate the changes in coagulation parameters in patients with SFTS, aiming to provide clinical evidence for early diagnosis, treatment, and disease analysis. Methods A total of 40 patients with SFTS attended from April 1, 2020 to May 21, 2022 in Nanjing Drum Tower Hospital were selected and grouped according to the duration of the disease, mild and severe disease, cure and death, with 50 healthy physical examiners as controls, and the risk of severe and death disease was predicted using ROC curves. Results Comparison between the healthy, mild and severe groups revealed that PT, INR, APTT, TT, D-D and vWF levels were higher than those in the healthy control group, and FII, FIX, FX, FXI, FXII, PC and PS levels were lower than those in the healthy control group, the differences were statistically significant (p < 0.05). Comparing the results of SFTS patients with different course times, the results of Fib, FV, FVII, FVIII, FIX, FX, FXI were statistically significant (p < 0.05). Among the survived and deceased patients, the PT, INR, DD and PS results of the deceased patients were higher than those of the survived patients, and the FVIII, FIX, FXI, FXII and PC were lower than those of the survived patients. The area under the ROC curve showed that D-D had higher predictive ability for the risk of severe disease (AUROC 0.93, sensitivity and specificity at a Cut-off value of 1.50 mg/L were 90.0 and 86.5%, respectively) and the risk of death occurring (AUROC 0.84, sensitivity and specificity at a Cut-off value of 3.39 mg/L were 87.5 and 80.0%, respectively). Discussion The monitoring of the coagulation parameters in patients with SFTS is great significance for identifying the severity and death of the patient's condition, and it is of great clinical value to provide early attention, timely intervention and maximum reduction of the mortality rate for patients at risk of severe disease.
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Affiliation(s)
- Yanyan Xia
- Department of Clinical Laboratory Medicine, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Bei Jia
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Yuxin Chen
- Department of Clinical Laboratory Medicine, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Sen Wang
- Department of Clinical Laboratory Medicine, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Xuejing Xu
- Department of Clinical Laboratory Medicine, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
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Wang Z, Mao H, Xu G. Fibrinogen, albumin-to-globulin ratio, and fibrinogen to albumin-to-globulin ratio may be potential diagnostic biomarkers for infected tibial nonunion. Int Immunopharmacol 2023; 121:110542. [PMID: 37356122 DOI: 10.1016/j.intimp.2023.110542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 06/02/2023] [Accepted: 06/17/2023] [Indexed: 06/27/2023]
Abstract
AIM The accurate preoperative diagnosis of infected tibial nonunion remains challenging. Hence, we evaluated the diagnostic potential of novel biomarkers for infected tibial nonunion. METHODS This single-center retrospective study was conducted in 252 patients divided into two groups: infected tibial nonunion (67 patients) and aseptic tibial nonunion (185 patients). The preoperative clinical biomarkers included D-dimer, fibrinogen, albumin, globulin, total protein, and C-reactive protein (CRP) levels; albumin-to-globulin ratio (AGR); erythrocyte sedimentation rate (ESR); and white blood cell (WBC) count. Receiver operating characteristic (ROC) curves, sensitivity, and specificity were utilized to compare the biomarkers' diagnostic potential. RESULTS The area under the curve (AUC) values for fibrinogen and AGR were 0.829 and 0.821, respectively, suggesting similarly good diagnostic potentials for infected tibial nonunion. Fibrinogen and AGR were better diagnostic biomarkers for infected tibial nonunion than the WBC count; ESR; D-dimer, albumin, globulin, CRP, and total protein levels, whose AUC values were 0.623, 0.684, 0.741, 0.797, 0.765, 0.715, and 0.554, respectively. The sensitivity and specificity of fibrinogen with a cut-off value of 3.35 g/L were 71.64% and 84.86%, respectively. The corresponding values for AGR with a cut-off value of 1.33 were 73.13% and 86.49%. Moreover, the fibrinogen-AGR (FAGR), i.e., the combination of fibrinogen and AGR, had the highest diagnostic accuracy for infected tibial nonunion (AUC = 0.906). The optimal FAGR cut-off was 2.69, with fair sensitivity (74.63%) but the highest specificity (94.59%). CONCLUSION Fibrinogen, AGR, and FAGR are promising biomarkers for the diagnosis of infected tibial nonunion.
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Affiliation(s)
- Zhen Wang
- Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Haijun Mao
- Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Guangyue Xu
- Department of Orthopedic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
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Ciriello V, Ghannadian S, Saracco M, Logroscino G. Is Fibrinogen a Reliable Biomarker in the Diagnosis of Peri-Prosthetic Joint Infection? A Systematic Review and Meta-Analysis. Surg Infect (Larchmt) 2022; 23:787-795. [PMID: 36269621 DOI: 10.1089/sur.2022.260] [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] [Indexed: 11/13/2022] Open
Abstract
Background: In recent years, several studies have identified closed correlations between the coagulation cascade and inflammatory mechanisms in infective diseases. Fibrinogen (PF) is emerging as promising biomarker for the diagnosis of peri-prosthetic joint infection (PJI). This study aims to investigate the diagnostic value of PF in diagnosing PJI and to explore potential causes influencing the diagnostic value of PF. Materials and Methods: PubMed, Embase, and Cochrane Library were searched regarding the role of fibrinogen as a biomarker in the diagnosis of PJI. Studies in English were included in the meta-analysis if they determined the diagnostic value of fibrinogen for PJI detection after hip or knee arthroplasty, applying the recognized diagnostic criteria for PJI. A quality evaluation of the studies included was performed. The pooled sensitivity, specificity, likelihood ratios and diagnostic odds ratio (DOR) and the area under the receiver operating characteristic curve (AUROC) were obtained using the statistical software STATA, version 17 (StataCorp, College Station, TX). Results: Ten studies (9 retrospective) were included in the study. Low publication bias was detected, but with high heterogeneity among them. Plasma fibrinogen showed a good diagnostic accuracy and clinical utility in PJI (sensitivity, 0.81 [95% confidence interval {CI}, 0.75-0.86]; specificity, 0.82 [95% CI, 0.76-0.86]; AUROC, 0.88 [95% CI, 0.85-0.91]; DOR, 19 [95% CI, 14-26]). Conclusions: The attempt to find an "ideal" biomarker is crucial to improve the sensitivity and specificity of the current diagnostic algorithms for PJI. The analysis performed in the current study indicates that plasma fibrinogen test is a valid biomarker for PJI diagnosis.
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Affiliation(s)
- Vincenzo Ciriello
- Department of Orthopaedics and Trauma, ASO "S. Croce e Carle", Cuneo, Italy
| | | | - Michela Saracco
- Department of Orthopaedics, "A. Gemelli" IRCCS University Hospital Foundation - Catholic University of the Sacred Heart, Rome, Italy
- Department of Orthopaedics and Trauma, "San Giovanni di Dio" Hospital, ASL Napoli2 Nord, Naples, Italy
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Shi W, Jiang Y, Wang Y, Zhang C, Yu T, Li T. The Diagnostic Value of Various Inflammatory Biomarkers for Diagnosing Periprosthetic Joint Infection is Gender-Specific. J Inflamm Res 2022; 15:3975-3982. [PMID: 35860231 PMCID: PMC9291658 DOI: 10.2147/jir.s364309] [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: 02/27/2022] [Accepted: 07/11/2022] [Indexed: 11/23/2022] Open
Abstract
Objective Previous studies have suggested that the diagnostic biomarkers of periprosthetic joint infection (PJI) are largely influenced by gender. In the present study, we aimed to evaluate the diagnostic value of traditional inflammatory biomarkers, fibrinolytic biomarkers (fibrinogen and D-dimer), and C-reactive protein (CRP)/albumin for PJI in different genders. Methods A single-center retrospective analysis was performed on revision total hip or knee arthroplasty between June 2013 to June 2021, and the study included 80 patients in the PJI group and 136 patients in the non-PJI group. PJI was diagnosed based on the International Consensus Meeting (ICM) in 2018. The levels of CRP, fibrinogen, erythrocyte sedimentation rate (ESR), D-dimer, and albumin count were determined. Receiver operating characteristic (ROC) curves and Youden's index were used to evaluate the diagnostic ability of various biomarkers. Results The levels of CRP, fibrinogen, D-dimer, ESR, and CRP/albumin were significantly higher in the PJI group (P < 0.001). In PJI of females, the predictive value of CRP was the highest among the five biomarkers, with the area under the curve (AUC) of 0.98. The optimal predictive cut-off for CRP was 8.86 mg/L, with a sensitivity and specificity of 90.2% and 95.7%, respectively. When combined with the other four biomarkers, the AUC of CRP was 0.98, 0.99, 0.98, and 0.99, respectively. In PJI of males, the predictive value of ESR was the highest among the five biomarkers, with an AUC of 0.92. The optimal predictive cut-off for ESR was 14.50 mm/h, with a sensitivity and specificity of 84.6% and 86.6%, respectively. When combined with the other four biomarkers, the AUC of ESR was 0.95, 0.94, 0.93, and 0.97, respectively. Conclusion CRP and ESR were excellent biomarkers for diagnosing PJI in female and male patients, respectively, and their combined use with CPR/albumin could provide higher diagnostic value in different genders.
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Affiliation(s)
- Weipeng Shi
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China.,Medical Department of Qingdao University, Qingdao, Shandong, People's Republic of China
| | - Yaping Jiang
- Department of Oral Implantology, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China
| | - Yingzhen Wang
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China
| | - Cailong Zhang
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China
| | - Tengbo Yu
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China
| | - Tao Li
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China
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Shang G, Fei Z, Xu H, Wang Y, Xiang S. Globulin and albumin to globulin ratio precisely diagnose periprosthetic joint infection and determine the timing of second-stage reimplantation. J Orthop Surg Res 2022; 17:12. [PMID: 34991649 PMCID: PMC8740003 DOI: 10.1186/s13018-021-02899-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 12/30/2021] [Indexed: 12/29/2022] Open
Abstract
Background Periprosthetic joint infection (PJI) is one of the most challenging complications of total joint arthroplasty (TJI). An early and accurate diagnosis of PJI is associated with better treatment outcomes. However, whether the platelet-related markers and globulin-related markers can be used to assist the diagnosis of PJI remains elusive. Methods A total of 206 patients who underwent revision hip or knee arthroplasty in our institution were divided into two groups: 79 patients in PJI group and 127 patients in aseptic failure group. The levels of erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), platelet-related markers including platelet count (PLT), mean platelet volume (MPV), plateletcrit (PCT) and PLT to MPV ratio (PMR) and globulin-related markers such as globulin (GLB), albumin to globulin ratio (AGR) and PLT to AGR ratio were compared. The diagnostic value was measured using area under the curve (AUC) after constructing receiver operating characteristic (ROC) curves. The potential of each marker for determining the timing of second-staged reimplantation was also evaluated. Results Significantly increased levels of ESR, CRP, PLT, PCT, PMR, GLB and PLT to AGR ratio were identified in PJI group, while decreased levels of MPV and AGR were also found. The diagnostic values of all platelet-related markers and GLB were considered as fair, and good diagnostic values of AGR and PLT to AGR ratio were found, which were comparable to those of ESR and CRP. The levels of GLB and AGR can also be used to predict negative culture result and the timing of second-stage reimplantation. Conclusions Globulin and albumin to globulin ratio were found to have good diagnostic values for PJI, and they can precisely predict the culture results and persistent infection.
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Affiliation(s)
- Guangqian Shang
- Department of Joint Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - ZhiXuan Fei
- Department of Joint Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Hao Xu
- Department of Joint Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Yingzhen Wang
- Department of Joint Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China.
| | - Shuai Xiang
- Department of Joint Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China.
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Shi W, Wang Y, Zhao X, Yu T, Li T. CRP/Albumin Has a Promising Prospect as a New Biomarker for the Diagnosis of Periprosthetic Joint Infection. Infect Drug Resist 2021; 14:5145-5151. [PMID: 34908848 PMCID: PMC8664647 DOI: 10.2147/idr.s342652] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 11/20/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose In the present study, we aimed to identify more effective biomarkers for the diagnosis of periprosthetic joint infection (PJI) by comparing the diagnostic ability of C-reactive protein (CRP)/albumin, systemic immune-inflammation index (SII), and existing biomarkers. Methods In this single-center retrospective analysis, 216 patients who underwent revision knee or hip arthroplasty from June 2013 to June 2021 and met the inclusion and exclusion criteria were analyzed, including 80 patients in the PJI group and 136 patients in the non-PJI group. The following information was collected for analysis, including CRP, fibrinogen, erythrocyte sedimentation rate (ESR), D-dimer, platelet count (PC), neutrophil count (N), lymphocyte count (Lym), and albumin count on the second day of admission. The receiver operating characteristic (ROC) curve was used to compare the diagnostic ability of various biomarkers, and further subgroup analysis was carried out in the PJI group. Results Compared with the non-PJI group, CRP, fibrinogen, D-dimer, ESR, CRP/albumin, and SII in the PJI group were significantly increased (P < 0.001), and their area under the curve (AUC) was 0.937, 0.878, 0.777, 0.914, 0.941, and 0.765, respectively. In the three subgroup analyses, there was no significant difference in appeal biomarker (P > 0.05) based on PJI culture results, infection time, and infection site. Conclusion CRP/albumin had a promising prospect as a new biomarker for the diagnosis of PJI, while it had insufficient predictive ability in the PJI subgroup analysis. However, SII had insufficient ability to diagnose PJI. Therefore, SII was not suitable to be used as a diagnostic biomarker.
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Affiliation(s)
- Weipeng Shi
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266003, People's Republic of China.,Medical Department of Qingdao University, Qingdao, Shandong, 266071, People's Republic of China
| | - Yingzhen Wang
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266003, People's Republic of China
| | - Xuan Zhao
- Department of Rheumatism and Immunology, The Affiliated Hospital of Jining Medical University, Jining, 272007, People's Republic of China
| | - Tengbo Yu
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266003, People's Republic of China
| | - Tao Li
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, 266003, People's Republic of China
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