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Kates SL, Owen JR, Beck CA, Muthukrishnan G, Daiss JL, Golladay GJ. Dilution of humoral immunity: Results from a natural history study of healthy total knee arthroplasty patients. J Orthop Res 2024; 42:2835-2843. [PMID: 39054760 DOI: 10.1002/jor.25942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 05/07/2024] [Accepted: 05/10/2024] [Indexed: 07/27/2024]
Abstract
The incidence of prosthetic joint infection (PJI) following elective primary total knee arthroplasty (TKA) is very low but serious risk remains. To identify unknown risk factors, we completed a natural history study of IgG specific for Staphylococcus aureus antigens previously phenotyped as protective (anti-Atl) and pathogenic (anti-Isd). Twenty-five male and 25 female optimized patients 50-85 years of age and BMI 24-39 undergoing primary TKA were prospectively enrolled. Blood sampling was performed preoperatively, postoperative Day 1, and at 2, 6, and 12 weeks, to assess serum cytokine, anti-staphylococcal IgG levels and anti-tetanus toxoid IgG measured via custom Luminex assay. Clinical, demographic, and PROMIS-10 data were collected with outcomes to 2 years postop. All participants completed the study and 2-year follow-up. No patients were readmitted or noted to develop a surgical site infection or serious adverse event, and patient-reported outcomes were improved. Serology revealed a highly significant decrease in six out of eight antibody titers against specific S. aureus antigens on Day 1 (p < 0.0001), five of which normalized to preoperative levels within 2 weeks. These changes were commensurate with a decrease and recovery of anti-tetanus toxoid titers, and a 20% drop in hemoglobin 13.8 ± 1.7 at preop to 11.1 ± 1.8 mg/dL on Day 1 (p < 0.0001). After TKA, a significant decrease in humoral immunity commensurate with blood loss and hemodilution was recorded. This decrease in circulating anti-staphylococcal antibodies in the early postop period may represent a periprosthetic joint infection risk factor for patients.
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Affiliation(s)
- Stephen L Kates
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, Virginia, USA
| | - John R Owen
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Christopher A Beck
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
| | | | - John L Daiss
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
| | - Gregory J Golladay
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, Virginia, USA
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2
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Huang HW, Wu S, Chowdhury EA, Shah DK. Expansion of platform physiologically-based pharmacokinetic model for monoclonal antibodies towards different preclinical species: cats, sheep, and dogs. J Pharmacokinet Pharmacodyn 2024; 51:621-638. [PMID: 37947924 DOI: 10.1007/s10928-023-09893-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 10/16/2023] [Indexed: 11/12/2023]
Abstract
Monoclonal antibodies (mAbs) are becoming an important therapeutic option in veterinary medicine, and understanding the pharmacokinetic (PK) of mAbs in higher-order animal species is also important for human drug development. To better understand the PK of mAbs in these animals, here we have expanded a platform physiological-based pharmacokinetic (PBPK) model to characterize the disposition of mAbs in three different preclinical species: cats, sheep, and dogs. We obtained PK data for mAbs and physiological parameters for the three different species from the literature. We were able to describe the PK of mAbs following intravenous (IV) or subcutaneous administration in cats, IV administration in sheep, and IV administration dogs reasonably well by fixing the physiological parameters and just estimating the parameters related to the binding of mAbs to the neonatal Fc receptor. The platform PBPK model presented here provides a quantitative tool to predict the plasma PK of mAbs in dogs, cats, and sheep. The model can also predict mAb PK in different tissues where the site of action might be located. As such, the mAb PBPK model presented here can facilitate the discovery, development, and preclinical-to-clinical translation of mAbs for veterinary and human medicine. The model can also be modified in the future to account for more detailed compartments for certain organs, different pathophysiology in the animals, and target-mediated drug disposition.
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Affiliation(s)
- Hsien-Wei Huang
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, 455 Pharmacy Building, Buffalo, NY, 14214-8033, USA
| | - Shengjia Wu
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, 455 Pharmacy Building, Buffalo, NY, 14214-8033, USA
| | - Ekram A Chowdhury
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, 455 Pharmacy Building, Buffalo, NY, 14214-8033, USA
| | - Dhaval K Shah
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, 455 Pharmacy Building, Buffalo, NY, 14214-8033, USA.
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3
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Kates SL, Owen JR, Xie C, Ren Y, Muthukrishnan G, Schwarz EM. Vaccines: Do they have a role in orthopedic trauma? Injury 2024; 55 Suppl 6:111631. [PMID: 39482036 DOI: 10.1016/j.injury.2024.111631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 05/20/2024] [Accepted: 05/24/2024] [Indexed: 11/03/2024]
Abstract
Although vaccines have been hailed as one of the greatest advances in medicine based on their unparalleled cost-effectiveness in eradicating life-threatening infectious diseases, their role in orthopedic trauma-related infections is unclear. This is largely because vaccines are primarily made against pathogens that cause communicable diseases rather than opportunistic infections secondary to trauma, and most successful vaccines are against viruses rather than biofilm forming bacteria. Nonetheless, the tremendous costs to patients and healthcare systems warrant orthopedic trauma vaccine research, which has been a focal topic in recent international consensus meetings on musculoskeletal infection. This subject was also covered at the 2023 Osteosynthesis and Trauma Care Foundation (OTCF) meeting in Rome, Italy, and the purpose of this supplement article is to (1) highlight the osteoimmunology, animal models, translational research and clinical pilots that were discussed, (2) the proposed future directions that could lead to diagnostics and prognostics that are critically needed for evidence-based decision making, and (3) vaccines and passive-immunization strategies that could potentially be utilized to treat patients with orthopedic infections.
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Affiliation(s)
- Stephen L Kates
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, USA
| | - John R Owen
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, USA
| | - Chao Xie
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA
| | - Youliang Ren
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA
| | | | - Edward M Schwarz
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA.
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4
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Chen Y, Liu Z, Lin Z, Lu M, Fu Y, Liu G, Yu B. The effect of Staphylococcus aureus on innate and adaptive immunity and potential immunotherapy for S. aureus-induced osteomyelitis. Front Immunol 2023; 14:1219895. [PMID: 37744377 PMCID: PMC10517662 DOI: 10.3389/fimmu.2023.1219895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 08/18/2023] [Indexed: 09/26/2023] Open
Abstract
Osteomyelitis is a chronic inflammatory bone disease caused by infection of open fractures or post-operative implants. Particularly in patients with open fractures, the risk of osteomyelitis is greatly increased as the soft tissue damage and bacterial infection are often more severe. Staphylococcus aureus, one of the most common pathogens of osteomyelitis, disrupts the immune response through multiple mechanisms, such as biofilm formation, virulence factor secretion, and metabolic pattern alteration, which attenuates the effectiveness of antibiotics and surgical debridement toward osteomyelitis. In osteomyelitis, immune cells such as neutrophils, macrophages and T cells are activated in response to pathogenic bacteria invasion with excessive inflammatory factor secretion, immune checkpoint overexpression, and downregulation of immune pathway transcription factors, which enhances osteoclastogenesis and results in bone destruction. Therefore, the study of the mechanisms of abnormal immunity will be a new breakthrough in the treatment of osteomyelitis.
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Affiliation(s)
- Yingqi Chen
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou, China
- Guangdong Provincial Key Laboratory of Bone and Cartilage Regenerative Medicine, Southern Medical University Nanfang Hospital, Guangzhou, China
| | - Zixian Liu
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou, China
- Guangdong Provincial Key Laboratory of Bone and Cartilage Regenerative Medicine, Southern Medical University Nanfang Hospital, Guangzhou, China
| | - Zexin Lin
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou, China
- Guangdong Provincial Key Laboratory of Bone and Cartilage Regenerative Medicine, Southern Medical University Nanfang Hospital, Guangzhou, China
| | - Mincheng Lu
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou, China
- Guangdong Provincial Key Laboratory of Bone and Cartilage Regenerative Medicine, Southern Medical University Nanfang Hospital, Guangzhou, China
| | - Yong Fu
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou, China
- Guangdong Provincial Key Laboratory of Bone and Cartilage Regenerative Medicine, Southern Medical University Nanfang Hospital, Guangzhou, China
- Trauma Center, Department of Orthopaedic Trauma, The Second Affiliated Hospital of Hengyang Medical College, South China University, Hengyang, China
| | - Guanqiao Liu
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou, China
- Guangdong Provincial Key Laboratory of Bone and Cartilage Regenerative Medicine, Southern Medical University Nanfang Hospital, Guangzhou, China
| | - Bin Yu
- Division of Orthopaedics and Traumatology, Department of Orthopaedics, Southern Medical University Nanfang Hospital, Guangzhou, China
- Guangdong Provincial Key Laboratory of Bone and Cartilage Regenerative Medicine, Southern Medical University Nanfang Hospital, Guangzhou, China
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Campbell MP, Mott MD, Owen JR, Reznicek JE, Beck CA, Muthukrishnan G, Golladay GJ, Kates SL. Low albumin level is more strongly associated with adverse outcomes and Staphylococcus aureus infection than hemoglobin A1C or smoking tobacco. J Orthop Res 2022; 40:2670-2677. [PMID: 35119125 PMCID: PMC9349467 DOI: 10.1002/jor.25282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 01/07/2022] [Accepted: 01/16/2022] [Indexed: 02/04/2023]
Abstract
Postsurgical deep musculoskeletal infections are a major clinical problem in Orthopaedic Surgery. A serum-based nomogram, which can objectively risk-stratify patients, and aid surgeons in delineating infection risk associated with orthopedic surgical interventions, would be immensely helpful. Here, we constructed a multi-parametric nomogram based on serum anti-Staphylococcus aureus antibody responses, patient characteristics including demographics and standard clinical tests. This nomogram was formally tested in a prospective cohort study comparing 303 hospitalized patients with culture-confirmed S. aureus infection compared with a cohort of 223 healthy screened preoperative patients. Serum anti-S. aureus antibody responses, standard of care clinical tests, and patient demographic data were utilized to perform multivariate logistic regression analysis to quantify the presence of infection and adverse outcome using odds ratios (OR) and to assess predictive ability via area under the ROC curve (AUC). At enrollment, high anti-S. aureus IgG titers were predictive of infection. Remarkably, low serum albumin was found to be significantly associated with infection (OR = 479.963, 95% CI 61.59 - 3740.33, p < 0.0001) and this finding was surprisingly higher than BMI or HbA1c-associations. Combining all risk factors in the nomogram yielded a diagnostic AUC of 0.949 for predicting S. aureus infection. Our results indicate that a serum-based multi-parametric nomogram can be useful in diagnosing S. aureus infections, and importantly, malnourishment is significantly associated with these infections.
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Affiliation(s)
- Michael P. Campbell
- Department of Orthopaedic SurgeryVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Makinzie D. Mott
- Department of PathologyUniversity of LouisvilleLouisvilleKentuckyUSA
| | - John R. Owen
- Department of Orthopaedic SurgeryVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Julie E. Reznicek
- Department of Infectious DiseaseVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Christopher A. Beck
- Center for Musculoskeletal ResearchUniversity of Rochester Medical CenterRochesterNew YorkUSA
- Department of Biostatistics and Computational BiologyUniversity of Rochester Medical CenterRochesterNew YorkUSA
| | | | - Gregory J. Golladay
- Department of Orthopaedic SurgeryVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Stephen L. Kates
- Department of Orthopaedic SurgeryVirginia Commonwealth UniversityRichmondVirginiaUSA
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6
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Sherchand SP, Adhikari RP, Muthukrishnan G, Kanipakala T, Owen JR, Xie C, Aman MJ, Proctor RA, Schwarz EM, Kates SL. Evidence of Neutralizing and Non-Neutralizing Anti-Glucosaminidase Antibodies in Patients With S. Aureus Osteomyelitis and Their Association With Clinical Outcome Following Surgery in a Clinical Pilot. Front Cell Infect Microbiol 2022; 12:876898. [PMID: 35923804 PMCID: PMC9339635 DOI: 10.3389/fcimb.2022.876898] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 06/20/2022] [Indexed: 01/07/2023] Open
Abstract
Staphylococcus aureus osteomyelitis remains a very challenging condition; recent clinical studies have shown infection control rates following surgery/antibiotics to be ~60%. Additionally, prior efforts to produce an effective S. aureus vaccine have failed, in part due to lack of knowledge of protective immunity. Previously, we demonstrated that anti-glucosaminidase (Gmd) antibodies are protective in animal models but found that only 6.7% of culture-confirmed S. aureus osteomyelitis patients in the AO Clinical Priority Program (AO-CPP) Registry had basal serum levels (>10 ng/ml) of anti-Gmd at the time of surgery (baseline). We identified a small subset of patients with high levels of anti-Gmd antibodies and adverse outcomes following surgery, not explained by Ig class switching to non-functional isotypes. Here, we aimed to test the hypothesis that clinical cure following surgery is associated with anti-Gmd neutralizing antibodies in serum. Therefore, we first optimized an in vitro assay that quantifies recombinant Gmd lysis of the M. luteus cell wall and used it to demonstrate the 50% neutralizing concentration (NC50) of a humanized anti-Gmd mAb (TPH-101) to be ~15.6 μg/ml. We also demonstrated that human serum deficient in anti-Gmd antibodies can be complemented by TPH-101 to achieve the same dose-dependent Gmd neutralizing activity as purified TPH-101. Finally, we assessed the anti-Gmd physical titer and neutralizing activity in sera from 11 patients in the AO-CPP Registry, who were characterized into four groups post-hoc. Group 1 patients (n=3) had high anti-Gmd physical and neutralizing titers at baseline that decreased with clinical cure of the infection over time. Group 2 patients (n=3) had undetectable anti-Gmd antibodies throughout the study and adverse outcomes. Group 3 (n=3) had high titers +/- neutralizing anti-Gmd at baseline with adverse outcomes. Group 4 (n=2) had low titers of non-neutralizing anti-Gmd at baseline with delayed high titers and adverse outcomes. Collectively, these findings demonstrate that both neutralizing and non-neutralizing anti-Gmd antibodies exist in S. aureus osteomyelitis patients and that screening for these antibodies could have a value for identifying patients in need of passive immunization prior to surgery. Future prospective studies to test the prognostic value of anti-Gmd antibodies to assess the potential of passive immunization with TPH-101 are warranted.
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Affiliation(s)
| | | | - Gowrishankar Muthukrishnan
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, United States
| | | | - John R. Owen
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, United States
| | - Chao Xie
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, United States
| | - M. Javad Aman
- Integrated BioTherapeutics, Inc., Rockville, MD, United States
| | - Richard A. Proctor
- Departments of Medical Microbiology/Immunology and Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Edward M. Schwarz
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, United States
| | - Stephen L. Kates
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, United States
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7
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Wang M, Deng Z, Li Y, Ma Y, Wang J. Design and characterization of a novel lytic protein against Clostridium difficile. Appl Microbiol Biotechnol 2022; 106:4511-4521. [PMID: 35699735 PMCID: PMC9194777 DOI: 10.1007/s00253-022-12010-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/29/2022] [Accepted: 06/01/2022] [Indexed: 11/29/2022]
Abstract
Abstract Clostridium difficile (C. difficile) is a Gram-positive, spore-forming, toxin-producing anaerobe that can cause nosocomial antibiotic-associated intestinal disease. Autolysin is a lytic enzyme that hydrolyzes peptidoglycans of the bacterial cell wall, with a catalytic domain and cell wall–binding domains, proven to be involved in bacterial cell wall remodeling and cell division. Although autolysins in C. difficile have been reported, the autolysins have failed to yield impressive results when used as exogenous lytic agents. In this study, we expressed and characterized the binding domains (Cwp19-BD and Acd-BD) and catalytic domains (Cwp19-CD, Acd-CD, and Cwl-CD) of C. difficile autolysins, and the domains with the best binding specificity and lytic activity were selected towards C. difficile to design a novel lytic protein Cwl-CWB2. Cwl-CWB2 showed good biosafety with significantly low hemolysis and without cytotoxicity. The results of fluorescence analysis and lytic assay demonstrated that Cwl-CWB2 has higher binding specificity and stronger lytic activity with a minimum inhibitory concentration at 13.39 ± 5.80 μg/mL against living C. difficile cells, which is significantly stronger than commercial lysozyme (3333.33 ± 1443.37 μg/mL) and other reported C. difficile autolysins. Besides, Cwl-CWB2 exhibited good stability as about 75% of the lytic activity was still retained when incubated at 37 °C for 96 h, which is considered to be a potential antimicrobial agent to combat C. difficile. Key points • Several binding domains and catalytic domains, deriving from several Clostridium difficile autolysins, were expressed, purified, and functionally characterized. • A novel C. difficile lytic protein Cwl-CWB2 was designed from C. difficile autolysins. • The binding specificity and lytic activity of Cwl-CWB2 against C. difficile showed advantages compared with other reported C. difficile autolysins. • Cwl-CWB2 exhibited significantly low hemolysis and cytotoxicity against normal-derived colon mucosa 460 cell. Graphical abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1007/s00253-022-12010-0.
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Affiliation(s)
- Meng Wang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Zifeng Deng
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Yanmei Li
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Yi Ma
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
- Guangdong Key Laboratory of Fermentation and Enzyme Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Jufang Wang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China.
- Guangdong Key Laboratory of Fermentation and Enzyme Engineering, South China University of Technology, Guangzhou, 510006, China.
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8
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Ge C, Cretu E. Simple and Robust Microfabrication of Polymeric Piezoelectric Resonating MEMS Mass Sensors. SENSORS 2022; 22:s22082994. [PMID: 35458979 PMCID: PMC9029203 DOI: 10.3390/s22082994] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 04/05/2022] [Accepted: 04/12/2022] [Indexed: 02/04/2023]
Abstract
Resonating MEMS mass sensors are microdevices with broad applications in fields such as bioscience and biochemistry. Their advantageous surface-to-volume ratio makes their resonant frequency highly sensitive to variations in their mass induced by surface depositions. Recent global challenges, such as water quality monitoring or pandemic containment, have increased the need for low-cost (even disposable), rapidly fabricated microdevices as suitable detectors. Resonant MEMS mass sensors are among the best candidates. This paper introduces a simple and robust fabrication of polymeric piezoelectric resonating MEMS mass sensors. The microfabrication technology replaces the traditional layer-by-layer micromachining techniques with laser micromachining to gain extra simplicity. Membrane-based resonant sensors have been fabricated to test the technology. Their characterization results have proven that the technology is robust with good reproducibility (around 2% batch level variations in the resonant frequency). Initial tests for the MEMS mass sensors’ sensitivity have indicated a sensitivity of 340 Hz/ng. The concept could be a starting point for developing low-cost MEMS sensing solutions for pandemic control, health examination, and pollution monitoring.
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9
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Klose AM, Daiss JL, Ho L, Beck CA, Striemer CC, Muthukrishnan G, Miller BL. StaphAIR: A Label-Free Antigen Microarray Approach to Detecting Anti- Staphylococcus aureus Antibody Responses in Orthopedic Infections. Anal Chem 2021; 93:13580-13588. [PMID: 34596381 DOI: 10.1021/acs.analchem.1c02658] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Arrayed imaging reflectometry (AIR) is an optical biosensor platform for simple, multiplex measurement of antigen-specific antibody responses in patient blood samples. Here, we report the development of StaphAIR, an 8-plex Staphylococcus aureus antigen array on the AIR platform for profiling antigen-specific anti-S. aureus humoral immune responses. Initial validation experiments with mouse and humanized monoclonal antibodies against the S. aureus autolysin glucosaminidase (Gmd) domain, and subsequent testing with dilution series of pooled positive human serum confirmed analytically robust behavior of the array, with all antigens displaying Langmuir-type dose-response curves. Testing a cohort of 82 patients with S. aureus musculoskeletal infections (MSKI) and 30 healthy individuals enabled discrimination of individual patient responses to different S. aureus antigens, with statistical significance between osteomyelitis patients and controls obtained overall for four individual antigens (IsdA, IsdB, Gmd, and SCIN). Multivariate analyses of the antibody titers obtained from StaphAIR revealed its utility as a potential diagnostic tool for detecting S. aureus MSKI (area under the receiver operating characteristic curve (AUC) > 0.85). We conclude that StaphAIR has utility as a high-throughput immunoassay for studying and diagnosing osteomyelitis in patients.
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Affiliation(s)
- Alanna M Klose
- Department of Dermatology, University of Rochester, Rochester, New York 14627, United States
| | - John L Daiss
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester, Rochester, New York 14627, United States
| | - Lananh Ho
- Department of Biomedical Engineering, University of Rochester, Rochester, New York 14627, United States
| | - Christopher A Beck
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester, Rochester, New York 14627, United States.,Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York 14627, United States
| | | | - Gowrishankar Muthukrishnan
- Department of Orthopaedics, Center for Musculoskeletal Research, University of Rochester, Rochester, New York 14627, United States
| | - Benjamin L Miller
- Department of Dermatology, University of Rochester, Rochester, New York 14627, United States.,Department of Biomedical Engineering, University of Rochester, Rochester, New York 14627, United States
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10
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Muthukrishnan G, Beck CA, Owen JR, Xie C, Kates SL, Daiss JL. Serum antibodies against Staphylococcus aureus can prognose treatment success in patients with bone infections. J Orthop Res 2021; 39:2169-2176. [PMID: 33325051 PMCID: PMC8286088 DOI: 10.1002/jor.24955] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/18/2020] [Accepted: 12/14/2020] [Indexed: 02/04/2023]
Abstract
Prognosing life-threatening orthopedic infections caused by Staphylococcus aureus remains a major clinical challenge. To address this, we developed a multiplex assay to assess the humoral immune proteome against S. aureus in patients with musculoskeletal infections. We found initial evidence that antibodies against some antigens (autolysins: Amd, Gmd; secreted immunotoxins: CHIPS, SCIN, Hla) were associated with protection, whereas antibodies against the iron-regulated surface determinant (Isd) proteins (IsdA, IsdB, IsdH) were aligned with adverse outcomes. To formally test this, we analyzed antibody levels and 1-year clinical outcomes of 194 patients with confirmed S. aureus bone infections (AO Trauma Clinical Priority Program [CPP] Bone Infection Registry). A staggering 20.6% of the enrolled patients experienced adverse clinical outcomes (arthrodesis, reinfection, amputation, and septic death) after 1-year. At enrollment, anti-S. aureus immunoglobulin G (IgG) levels in patients with adverse outcomes were 1.35-fold lower than those in patients whose infections were successfully controlled (p < 0.0001). Overall, there was a 51%-69% reduction in adverse outcome risk for every 10-fold increase in initial IgG concentration against Gmd, Amd, IsdH, CHIPS, SCIN, and Hla (p < 0.05). Notably, anti-IsdB antibodies remained elevated in patients with adverse outcomes; for every 10-fold change in the ratio of circulating anti-Isd to anti-Atl IgG at enrollment, there was a trending 2.6-fold increased risk (odds ratio = 2.555) of an adverse event (p = 0.105). Moreover, antibody increases over time correlated with adverse outcomes and decreases with positive outcomes. These studies demonstrate the potential of the humoral immune response against S. aureus as a prognostic indicator for assessing treatment success and identifying patients requiring additional interventions.
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Affiliation(s)
- Gowrishankar Muthukrishnan
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA,Department of Orthopaedics and Rehabilitation, University of Rochester Medical Center, Rochester, NY, USA
| | - Christopher A. Beck
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA,Department of Orthopaedics and Rehabilitation, University of Rochester Medical Center, Rochester, NY, USA,Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY, USA
| | - John R. Owen
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, USA
| | - Chao Xie
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA,Department of Orthopaedics and Rehabilitation, University of Rochester Medical Center, Rochester, NY, USA
| | - Stephen L. Kates
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, USA
| | - John L. Daiss
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA,Department of Orthopaedics and Rehabilitation, University of Rochester Medical Center, Rochester, NY, USA,Corresponding Author: John L. Daiss, Ph.D., Center for Musculoskeletal Research, Department of Orthopaedics and Rehabilitation, University of Rochester Medical Center, 601 Elmwood Avenue, Box 651, Rochester, NY, 14642,
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11
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Owen J, Campbell M, Mott M, Beck C, Xie C, Muthukrishnan G, Daiss J, Schwarz E, Kates S. IgG4-specific responses in patients with Staphylococcus aureus bone infections are not predictive of postoperative complications. Eur Cell Mater 2021; 42:156-165. [PMID: 34549414 PMCID: PMC8886799 DOI: 10.22203/ecm.v042a12] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
The most prevalent pathogen in bone infections is Staphylococcus aureus; its incidence and severity are partially determined by host factors. Prior studies showed that anti-glucosaminidase (Gmd) antibodies are protective in animals, and 93.3 % of patients with culture-confirmed S. aureus osteomyelitis do not have anti-Gmd levels > 10 ng/mL in serum. Infection in patients with high anti-Gmd remains unexplained. Are anti-Gmd antibodies in osteomyelitis patients of the non-opsonising, non-complement-fixing IgG4 isotype? The relative amounts of IgG4 and total IgG against Gmd and 7 other S. aureus antigens: iron-surface determinants (Isd) IsdA, IsdB, and IsdH, amidase (Amd), α-haemolysin (Hla), chemotaxis inhibitory protein from S. aureus (CHIPS), and staphylococcal-complement inhibitor (SCIN) were determined in sera from healthy controls (Ctrl, n = 92), osteomyelitis patients whose surgical treatment resulted in infection control (IC, n = 95) or an adverse outcome (AD, n = 40), and post-mortem (PM, n = 7) blood samples from S. aureus septic-death patients. Anti-Gmd IgG4 levels were generally lower in infected patients compared to controls; however, levels among the infected were higher in AD than IC patients. Anti-IsdA, IsdB and IsdH IgG4 levels were increased in infected patients versus controls, and Jonckheere-Terpstra tests of levels revealed an increasing order of infection (Ctrl < IC < AD < PM) for anti-Isd IgG4 antibodies and a decreasing order of infection (Ctrl > IC > AD > PM) for anti-autolysin (Atl) IgG4 antibodies. Collectively, this does not support an immunosuppressive role of IgG4 in S. aureus osteomyelitis but is consistent with a paradigm of high anti-Isd and low anti-Atl responses in these patients.
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Affiliation(s)
- J.R. Owen
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, USA
| | - M.P. Campbell
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, USA
| | - M.D. Mott
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, USA
| | - C.A. Beck
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA,Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY, USA
| | - C. Xie
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA
| | - G. Muthukrishnan
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA
| | - J.L. Daiss
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA
| | - E.M. Schwarz
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY, USA
| | - S.L. Kates
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA, USA,Address for correspondence: Stephen L. Kates, MD, Professor and Chairman, Department of Orthopaedic Surgery, Virginia Commonwealth University, 1200 E. Broad St., Richmond, VA 23298, USA. Telephone number: +1 8048281311
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12
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Fu W, He W, Ren Y, Li Z, Liu J, Liu Y, Xie Z, Xu J, Bi Q, Kong M, Lee CC, Daiss JL, Muthukrishnan G, Owen JR, Kates SL, Peng J, Xie C. Distinct expression trend of signature antigens of Staphylococcus aureus osteomyelitis correlated with clinical outcomes. J Orthop Res 2021; 39:265-273. [PMID: 33336817 PMCID: PMC7946439 DOI: 10.1002/jor.24961] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 12/08/2020] [Accepted: 12/14/2020] [Indexed: 02/04/2023]
Abstract
The major limitations of clinical outcome predictions of osteomyelitis mediated by Staphylococcus aureus (S. aureus) are not specific and definitive. To this end, current studies aim to investigate host immune responses of trend changes of the iron-regulated surface determinant (Isd) of IsdA, IsdB, IsdH, cell wall-modifying proteins of amidase (Amd) and glucosaminidase (Gmd), and secreted virulence factor of chemotaxis inhibitory protein S. aureus (CHIPS) and staphylococcal complement inhibitor (SCIN) longitudinally to discover their correlationship with clinical outcomes. A total of 55 patients with confirmed S. aureus infection of the long bone by clinical and laboratory methods were recruited for the study. Whole blood was collected at 0, 6, 12 months for the serum that was used to test IsdA, IsdB, IsdH, Gmd, Amd, CHIPS, and SCIN using a customized Luminex assay after clinical standard care parameters were collected. The patients were then divided into two groups: (1) infection controlled versus (2) adverse outcome based on clinical criteria for statistical analysis. We found that standard clinical parameters were unable to distinguish therapeutic outcomes. Significant overexpression of all antigens was confirmed in infection patients at 0-, 6-, and 12-month time points. A distinct expression trend and dynamic changes of IsdB, Amd, Gmd, and CHIPS were observed between infection controlled and adverse outcome patients, while the IsdA, IsdH, SCIN remained demonstrated no statistical significance. We conclude that dynamic changes of specific antigens could predict clinical outcomes of S. aureus osteomyelitis. Clinical Relevance: The trend changes of host immune responses to S. aureus specific antigens of IsdB, Gmd, Amd, and CHIPS could predict clinical outcomes of S. aureus osteomyelitis.
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Affiliation(s)
- Wei Fu
- Department of Orthopaedics, Joint Orthopaedic Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,The authors contributed equally
| | - Wenbin He
- Department of Orthopaedics, Joint Orthopaedic Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,The authors contributed equally
| | - Youliang Ren
- Department of Orthopaedics, Joint Orthopaedic Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China
| | - Zhengdao Li
- Department of Orthopaedics, Joint Orthopaedic Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China
| | - Jinyue Liu
- Department of Orthopaedics, Joint Orthopaedic Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China
| | - Yi Liu
- Department of Orthopaedics, Joint Orthopaedic Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China
| | - Zhao Xie
- Department of Orthopaedic, Joint Orthopaedic Research Center of Southwest Hospital of Third Military Medical University & University of Rochester Medical Center (JORC – SHTMMU &URMC), Southwest Hospital of Third Military Medical University, Chongqing, 400038 China,Joint Orthopaedic, Research Center of Southwest Hospital of Third Military Medical University & University of Rochester Medical Center (JORC – SHTMMU &URMC), Southwest Hospital of Third Military Medical University, Chongqing, 400038 China
| | - Jianzhong Xu
- Department of Orthopaedic, Joint Orthopaedic Research Center of Southwest Hospital of Third Military Medical University & University of Rochester Medical Center (JORC – SHTMMU &URMC), Southwest Hospital of Third Military Medical University, Chongqing, 400038 China,Joint Orthopaedic, Research Center of Southwest Hospital of Third Military Medical University & University of Rochester Medical Center (JORC – SHTMMU &URMC), Southwest Hospital of Third Military Medical University, Chongqing, 400038 China
| | - Qing Bi
- Department of Orthopaedic, Joint Orthopaedic Research Center of Zhejiang Provincial People’s Hospital & University of Rochester Medical Center (JORC – ZPPH &URMC), Zhejiang Provincial Hospital, Hangzhou, 310024 China,Joint Orthopaedic, Research Center of Zhejiang Provincial People’s Hospital & University of Rochester Medical Center (JORC – ZPPH &URMC), Zhejiang Provincial Hospital, Hangzhou, 310024 China
| | - Mingxiang Kong
- Department of Orthopaedic, Joint Orthopaedic Research Center of Zhejiang Provincial People’s Hospital & University of Rochester Medical Center (JORC – ZPPH &URMC), Zhejiang Provincial Hospital, Hangzhou, 310024 China,Joint Orthopaedic, Research Center of Zhejiang Provincial People’s Hospital & University of Rochester Medical Center (JORC – ZPPH &URMC), Zhejiang Provincial Hospital, Hangzhou, 310024 China
| | - Charles C. Lee
- Center for Musculoskeletal Research, Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642
| | - John L. Daiss
- Center for Musculoskeletal Research, Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642
| | - Gowrishankar Muthukrishnan
- Center for Musculoskeletal Research, Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642
| | - John R. Owen
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA 23298
| | - Stephen L. Kates
- Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, VA 23298
| | - Jiachen Peng
- Department of Orthopaedics, Joint Orthopaedic Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,To whom correspondence should be addressed: Dr. Chao Xie, The Center for Musculoskeletal Research, Department of Orthopaedics, University of Rochester Medical Center, 601 Elmwood Avenue, Box 665, Rochester, NY 14642, Phone 585-275-0818, FAX 585-276-2177, or Dr. Jiachen Peng, Department of Orthopaedics First Affiliated Hospital of Zunyi Medical University Zunyi, 563003 China,
| | - Chao Xie
- Joint Orthopaedic, Research Center of Zunyi Medical University & University of Rochester Medical Center (JORC – ZMU&URMC), First Affiliated Hospital of Zunyi Medical University, Zunyi, 563003 China,Center for Musculoskeletal Research, Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642,To whom correspondence should be addressed: Dr. Chao Xie, The Center for Musculoskeletal Research, Department of Orthopaedics, University of Rochester Medical Center, 601 Elmwood Avenue, Box 665, Rochester, NY 14642, Phone 585-275-0818, FAX 585-276-2177, or Dr. Jiachen Peng, Department of Orthopaedics First Affiliated Hospital of Zunyi Medical University Zunyi, 563003 China,
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13
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Kates SL, Owen JR, Beck CA, Xie C, Muthukrishnan G, Daiss JL, Schwarz EM. Lack of Humoral Immunity Against Glucosaminidase Is Associated with Postoperative Complications in Staphylococcus aureus Osteomyelitis. J Bone Joint Surg Am 2020; 102:1842-1848. [PMID: 32858560 PMCID: PMC9018051 DOI: 10.2106/jbjs.20.00029] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Glucosaminidase (Gmd) is known to be a protective antigen in animal models of Staphylococcus aureus osteomyelitis. We compared the endogenous anti-Gmd antibody levels in sera of patients with culture-confirmed S. aureus bone infections to their sera at 1 year after operative treatment of the infection. METHODS A novel global biospecimen registry of 297 patients with deep-wound culture-confirmed S. aureus osteomyelitis was analyzed to assess relationships between baseline anti-Gmd serum titers (via custom Luminex assay), known host risk factors for infection, and 1-year postoperative clinical outcomes (e.g., infection control, inconclusive, refracture, persistent infection, septic nonunion, amputation, and septic death). RESULTS All patients had measurable humoral immunity against some S. aureus antigens, but only 20 patients (6.7%; p < 0.0001) had high levels of anti-Gmd antibodies (>10 ng/mL) in serum at baseline. A subset of 194 patients (65.3%) who completed 1 year of follow-up was divided into groups based on anti-Gmd level: low (<1 ng/mL, 54 patients; 27.8%), intermediate (<10 ng/mL, 122 patients; 62.9%), and high (>10 ng/mL, 18 patients; 9.3%), and infection control rates were 40.7%, 50.0%, and 66.7%, respectively. The incidence of adverse outcomes in these groups was 33.3%, 16.4%, and 11.1%, respectively. Assessing anti-Gmd level as a continuous variable showed a 60% reduction in adverse-event odds (p = 0.04) for every tenfold increase in concentration. No differences in patient demographics, body mass index of >40 kg/m, diabetes status, age of ≥70 years, male sex, Charlson Comorbidity Index of >1, or Cierny-Mader host type were observed between groups, and these risk factors were not associated with adverse events. Patients with low anti-Gmd titer demonstrated a significant 2.68-fold increased odds of adverse outcomes (p = 0.008). CONCLUSIONS Deficiency in circulating anti-Gmd antibodies was associated serious adverse outcomes following operative treatment of S. aureus osteomyelitis. At 1 year, high levels of anti-Gmd antibodies were associated with a nearly 3-fold increase in infection-control odds. Additional prospective studies clarifying Gmd immunization for osteomyelitis are needed. LEVEL OF EVIDENCE Prognostic Level IV. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Stephen L. Kates
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, Virginia
| | - John R. Owen
- Department of Orthopaedic Surgery, Virginia Commonwealth University, Richmond, Virginia
| | - Christopher A. Beck
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York
| | - Chao Xie
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York
| | | | - John L. Daiss
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York
| | - Edward M. Schwarz
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York
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14
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Nishitani K, Ishikawa M, Morita Y, Yokogawa N, Xie C, de Mesy Bentley KL, Ito H, Kates SL, Daiss JL, Schwarz EM. IsdB antibody-mediated sepsis following S. aureus surgical site infection. JCI Insight 2020; 5:141164. [PMID: 33004694 PMCID: PMC7566716 DOI: 10.1172/jci.insight.141164] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 08/26/2020] [Indexed: 12/18/2022] Open
Abstract
Staphylococcus aureus is prevalent in surgical site infections (SSI) and leads to death in approximately 1% of patients. Phase IIB/III clinical trial results have demonstrated that vaccination against the iron-regulated surface determinant protein B (IsdB) is associated with an increased mortality rate in patients with SSI. Thus, we hypothesized that S. aureus induces nonneutralizing anti-IsdB antibodies, which facilitate bacterial entry into leukocytes to generate "Trojan horse" leukocytes that disseminate the pathogen. Since hemoglobin (Hb) is the primary target of IsdB, and abundant Hb-haptoglobin (Hb-Hp) complexes in bleeding surgical wounds are normally cleared via CD163-mediated endocytosis by macrophages, we investigated this mechanism in vitro and in vivo. Our results demonstrate that active and passive IsdB immunization of mice renders them susceptible to sepsis following SSI. We also found that a multimolecular complex containing S. aureus protein A-anti-IsdB-IsdB-Hb-Hp mediates CD163-dependent bacterial internalization of macrophages in vitro. Moreover, IsdB-immunized CD163-/- mice are resistant to sepsis following S. aureus SSI, as are normal healthy mice given anti-CD163-neutralizing antibodies. These genetic and biologic CD163 deficiencies did not exacerbate local infection. Thus, anti-IsdB antibodies are a risk factor for S. aureus sepsis following SSI, and disruption of the multimolecular complex and/or CD163 blockade may intervene.
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MESH Headings
- Animals
- Antibodies, Bacterial/adverse effects
- Antibodies, Monoclonal/adverse effects
- Antigens, CD/immunology
- Antigens, CD/metabolism
- Antigens, Differentiation, Myelomonocytic/immunology
- Antigens, Differentiation, Myelomonocytic/metabolism
- Cation Transport Proteins/immunology
- Female
- Haptoglobins/immunology
- Haptoglobins/metabolism
- Hemoglobins/immunology
- Hemoglobins/metabolism
- Mice
- Mice, Inbred BALB C
- Mice, Inbred C57BL
- Receptors, Cell Surface/immunology
- Receptors, Cell Surface/metabolism
- Sepsis/etiology
- Sepsis/metabolism
- Sepsis/pathology
- Staphylococcal Infections/complications
- Staphylococcal Infections/immunology
- Staphylococcal Infections/microbiology
- Staphylococcus aureus/immunology
- Surgical Wound Infection/complications
- Surgical Wound Infection/immunology
- Surgical Wound Infection/microbiology
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Affiliation(s)
- Kohei Nishitani
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
- Department of Orthopaedic Surgery, Kyoto University, Kyoto, Japan
| | - Masahiro Ishikawa
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
- Department of Orthopaedic Surgery, Kyoto University, Kyoto, Japan
| | - Yugo Morita
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
- Department of Orthopaedic Surgery, Kyoto University, Kyoto, Japan
| | - Noriaki Yokogawa
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
| | - Chao Xie
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
- Department of Orthopaedics and
| | - Karen L. de Mesy Bentley
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
- Department of Orthopaedics and
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Hiromu Ito
- Department of Orthopaedic Surgery, Kyoto University, Kyoto, Japan
| | - Stephen L. Kates
- Department of Orthopaedic Surgery, Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
| | - John L. Daiss
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
- Department of Orthopaedics and
| | - Edward M. Schwarz
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, New York, USA
- Department of Orthopaedics and
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15
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Muthukrishnan G, Soin S, Beck CA, Grier A, Brodell JD, Lee CC, Ackert-Bicknell CL, Lee FEH, Schwarz EM, Daiss JL. A Bioinformatic Approach to Utilize a Patient's Antibody-Secreting Cells against Staphylococcus aureus to Detect Challenging Musculoskeletal Infections. Immunohorizons 2020; 4:339-351. [PMID: 32571786 DOI: 10.4049/immunohorizons.2000024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 06/04/2020] [Indexed: 01/22/2023] Open
Abstract
Noninvasive diagnostics for Staphylococcus aureus musculoskeletal infections (MSKI) remain challenging. Abs from newly activated, pathogen-specific plasmablasts in human blood, which emerge during an ongoing infection, can be used for diagnosing and tracking treatment response in diabetic foot infections. Using multianalyte immunoassays on medium enriched for newly synthesized Abs (MENSA) from Ab-secreting cells, we assessed anti-S. aureus IgG responses in 101 MSKI patients (63 culture-confirmed S. aureus, 38 S. aureus-negative) and 52 healthy controls. MENSA IgG levels were assessed for their ability to identify the presence and type of S. aureus MSKI using machine learning and multivariate receiver operating characteristic curves. Eleven S. aureus-infected patients were presented with prosthetic joint infections, 15 with fracture-related infections, 5 with native joint septic arthritis, 15 with diabetic foot infections, and 17 with suspected orthopedic infections in the soft tissue. Anti-S. aureus MENSA IgG levels in patients with non-S. aureus infections and healthy controls were 4-fold (***p = 0.0002) and 8-fold (****p < 0.0001) lower, respectively, compared with those with culture-confirmed S. aureus infections. Comparison of MENSA IgG responses among S. aureus culture-positive patients revealed Ags predictive of active MSKI (IsdB, SCIN, Gmd) and Ags predictive of MSKI type (IsdB, IsdH, Amd, Hla). When combined, IsdB, IsdH, Gmd, Amd, SCIN, and Hla were highly discriminatory of S. aureus MSKI (area under the ROC curve = 0.89 [95% confidence interval 0.82-0.93, p < 0.01]). Collectively, these results demonstrate the feasibility of a bioinformatic approach to use a patient's active immune proteome against S. aureus to diagnose challenging MSKI.
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Affiliation(s)
- Gowrishankar Muthukrishnan
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY 14642.,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642
| | - Sandeep Soin
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY 14642.,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642
| | - Christopher A Beck
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY 14642.,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642.,Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY 14642
| | - Alex Grier
- Department of Microbiology and Immunology, University of Rochester Medical Center, Rochester, NY 14642
| | - James D Brodell
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY 14642.,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642
| | - Charles C Lee
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY 14642.,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642
| | - Cheryl L Ackert-Bicknell
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY 14642.,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642.,Department of Orthopedics, University of Colorado Denver, Denver, CO 80045; and
| | - Frances Eun-Hyung Lee
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA 30322
| | - Edward M Schwarz
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY 14642.,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642.,Department of Microbiology and Immunology, University of Rochester Medical Center, Rochester, NY 14642
| | - John L Daiss
- Center for Musculoskeletal Research, University of Rochester Medical Center, Rochester, NY 14642; .,Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642
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