2
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Geanacopoulos AT, Lee PY, Lyons TW, Brodeur KE, Aresco RK, Monuteaux M, Kaplan RL, Cruz AT, Nigrovic PA, Nigrovic LE. Utility of Cytokine Biomarkers for the Diagnosis of Pediatric Pyogenic Musculoskeletal Infections. Open Forum Infect Dis 2025; 12:ofaf139. [PMID: 40160344 PMCID: PMC11953020 DOI: 10.1093/ofid/ofaf139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Accepted: 03/05/2025] [Indexed: 04/02/2025] Open
Abstract
Background Pyogenic musculoskeletal infections, such as septic arthritis and osteomyelitis, require prompt recognition and treatment but can be challenging to distinguish from Lyme or inflammatory arthritis. Our goal was to identify cytokine biomarkers of musculoskeletal infections. Methods Using 2 multicenter prospective cohorts of children undergoing emergency department evaluation for musculoskeletal infection, we selected children ≤21 years of age with a musculoskeletal infection (cases) matched by age and sex to children with Lyme and inflammatory arthritis (controls). We performed a 45-cytokine/chemokine panel using the Olink proximity extension assay platform and used receiver operator curve analysis to evaluate the discriminative ability of each cytokine. Using forward stepwise logistic regression, we derived a 3-cytokine panel and compared the accuracy with 5 commonly available plasma biomarkers. Results We included 47 children with musculoskeletal infection, 48 with Lyme arthritis, and 49 with inflammatory arthritis. Interleukin-6 had the highest accuracy for musculoskeletal infection (area under the curve [AUC], 0.84; 95% CI, 0.77-0.91). A 3-cytokine biosignature panel (interleukin-6, interleukin-17A, and colony stimulating factor-1) had the highest overall accuracy (AUC, 0.90; 95% CI, 0.84-0.96) and performed better than 5 common plasma biomarkers (white blood cell count, absolute neutrophil count, C-reactive protein, erythrocyte sedimentation rate, and procalcitonin; P < .05 for all comparisons). Conclusions Plasma cytokines can distinguish musculoskeletal infections from Lyme or inflammatory arthritis and may assist initial decision-making for children undergoing evaluation for musculoskeletal infection.
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Affiliation(s)
- Alexandra T Geanacopoulos
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Pui Y Lee
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Todd W Lyons
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kailey E Brodeur
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Rachael K Aresco
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Michael Monuteaux
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ron L Kaplan
- Department of Pediatrics, University of Washington School of Medicine, Seattle Children's Hospital, Seattle, Washington, USA
| | - Andrea T Cruz
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Peter A Nigrovic
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Lise E Nigrovic
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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3
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Yanamandra AK, Bhusari S, Del Campo A, Sankaran S, Qu B. In vitro evaluation of immune responses to bacterial hydrogels for the development of living therapeutic materials. BIOMATERIALS ADVANCES 2023; 153:213554. [PMID: 37480604 DOI: 10.1016/j.bioadv.2023.213554] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/03/2023] [Accepted: 07/06/2023] [Indexed: 07/24/2023]
Abstract
In living therapeutic materials (LTMs), organisms genetically programmed to produce and deliver drugs are encapsulated in porous matrices acting as physical barriers between the therapeutic organisms and the host cells. LTMs consisting of engineered E. coli encapsulated in Pluronic F127-based hydrogels have been frequently used in LTM designs but their immunogenicity has not been tested. In this study, we investigate the response of human peripheral blood mononuclear cells (PBMCs) exposed to this bacteria/hydrogel combination. The release of inflammation-related cytokines and cytotoxic proteins and the subsets of natural killer cells and T cells were examined. Encapsulation of the bacteria in hydrogels considerably lowers their immunogenicity. ClearColi, an endotoxin-free variant of E. coli, did not polarize NK cells into the more cytolytic CD16dim subset as E. coli. Our results demonstrate that ClearColi-encapsulated hydrogels generate low immunogenic response and are suitable candidates for the development of LTMs for in vivo testing to assess a potential clinical use. Nevertheless, we observed a stronger immune response (elevated levels of IFNγ, IL-6 and cytotoxic proteins) in pro-inflammatory PBMCs characterized by a high spontaneous release of IL-2. This highlights the need to identify recipients who have a higher likelihood of experiencing undesired immune responses to LTMs with IL-2 serving as a potential predictive marker. Additionally, including anti-inflammatory measures in living therapeutic material designs could be beneficial for such recipients.
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Affiliation(s)
- Archana K Yanamandra
- Biophysics, Center for Integrative Physiology and Molecular Medicine (CIPMM), School of Medicine, Saarland University, Homburg, Germany; INM - Leibniz Institute for New Materials, Saarbrücken, Germany
| | - Shardul Bhusari
- INM - Leibniz Institute for New Materials, Saarbrücken, Germany; Chemistry Department, Saarland University, 66123 Saarbrücken, Germany
| | - Aránzazu Del Campo
- INM - Leibniz Institute for New Materials, Saarbrücken, Germany; Chemistry Department, Saarland University, 66123 Saarbrücken, Germany
| | | | - Bin Qu
- Biophysics, Center for Integrative Physiology and Molecular Medicine (CIPMM), School of Medicine, Saarland University, Homburg, Germany; INM - Leibniz Institute for New Materials, Saarbrücken, Germany.
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5
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Zhang L, Zhang J, He H, Ling X, Li F, Yang Z, Zhao J, Li H, Yang T, Zhao S, Shi K, Guan X, Zhao R, Li Z. Increased Cytokine Levels Assist in the Diagnosis of Respiratory Bacterial Infections or Concurrent Bacteremia in Patients With Non-Hodgkin’s Lymphoma. Front Cell Infect Microbiol 2022; 12:860526. [PMID: 35463642 PMCID: PMC9024136 DOI: 10.3389/fcimb.2022.860526] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 03/11/2022] [Indexed: 11/13/2022] Open
Abstract
Non-Hodgkin’s lymphoma (NHL) is a form of tumor that originates in the lymphoid tissues. Bacterial infections are very common in NHL patients. Because most of the patients do not experience apparent symptoms during the initial stage of infection, it is difficult to detect the underlying condition before it progresses to a more critical level. The activation of the cytokines is a hallmark of inflammation. Due to the advantages of short detection time and high sensitivity of cytokines, many studies have focused on relationship between cytokines and infection. However, few studies have been conducted on NHL patients with infection. Therefore, we reviewed the cytokine profiles of 229 newly diagnosed NHL patients and 40 healthy adults to predict respiratory bacterial infection and bacteremia. Our findings revealed that IL-6(41.67 vs 9.50 pg/mL), IL-8(15.55 vs 6.61 pg/mL), IL-10(8.02 vs 4.52 pg/mL),TNF-β(3.82 vs 2.96 pg/mL), IFN- γ(4.76 vs 2.96 pg/mL), body temperature(37.6 vs 36.5°C), CRP(20.80 vs 4.37 mg/L), and PCT(0.10 vs 0.04 ng/mL) levels were considerably greater in NHL cases with respiratory bacterial infections relative to NHL cases without infection (P<0.05). Furthermore, IL-6(145.00 vs 41.67 pg/mL), IL-8(34.60 vs 15.55 pg/mL),temperature(38.4 vs 37.6°C), PCT(0.79 vs 0.10 ng/mL), and CRP(93.70 vs 20.80 mg/L) levels in respiratory infectious NHL patients with more severe bacteremia were considerably elevated than in patients with respiratory bacterial infections only (P<0.05). Remarkably, increased levels of IL-6 and IL-8 are effective in determining whether or not pulmonary bacterial infectious NHL patients have bacteremia. Temperature, PCT, and CRP all have lower sensitivity and specificity than IL-6. IL-6 ≥18.79pg/mL indicates the presence of pulmonary bacterial infection in newly diagnosed NHL patients, and IL-6 ≥102.6pg/mL may suggest pulmonary bacterial infection with bacteremia. In short, this study shows that cytokines can be advantageous in the diagnosis and differentiation of pulmonary bacterial infection and bacteremia in newly diagnosed NHL patients and may also guide for the use of clinical antibiotics.
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Affiliation(s)
- Lihua Zhang
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Jinping Zhang
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Haiping He
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Xiaosui Ling
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Fan Li
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Zefeng Yang
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Jinlian Zhao
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Huiyuan Li
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Tonghua Yang
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Shixiang Zhao
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Keqian Shi
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Xin Guan
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
- *Correspondence: Xin Guan, ; Renbin Zhao, ; Zengzheng Li,
| | - Renbin Zhao
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
- *Correspondence: Xin Guan, ; Renbin Zhao, ; Zengzheng Li,
| | - Zengzheng Li
- Department of Hematology, The First People’s Hospital of Yunnan Province, Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
- Yunnan Blood Disease Clinical Medical Center, The First People’s Hospital of Yunnan Province, Kunming, China
- Yunnan Blood Disease Hospital, The First People’s Hospital of Yunnan Province, Kunming, China
- National Key Clinical Specialty of Hematology, The First People’s Hospital of Yunnan Province, Kunming, China
- *Correspondence: Xin Guan, ; Renbin Zhao, ; Zengzheng Li,
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6
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Rincón-López EM, Navarro Gómez ML, Hernández-Sampelayo Matos T, Aguilera-Alonso D, Dueñas Moreno E, Bellón Cano JM, Saavedra-Lozano J, Del Mar Santos Sebastián M, García Morín M, Beléndez Bieler C, Lorente Romero J, Cela de Julián E. Risk-score based strategy to minimize antibiotic exposure in children with sickle cell disease and fever. Infection 2021; 50:499-505. [PMID: 34596837 PMCID: PMC8484827 DOI: 10.1007/s15010-021-01702-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 09/16/2021] [Indexed: 11/21/2022]
Abstract
Severe bacterial infections (SBI) have become less frequent in children with sickle cell disease (SCD) in the last decades. However, because of their potential risk of SBI, they usually receive empirical therapy with broad-spectrum antibiotics when they develop fever and are hospitalized in many cases. We performed a prospective study including 79 SCD patients with fever [median age 4.1 (1.7–7.5) years, 78.5% males; 17 of the episodes were diagnosed with SBI and 4 of them were confirmed] and developed a risk score for the prediction of SBI. The optimal score included CRP > 3 mg/dl, IL-6 > 125 pg/ml and hypoxemia, with an AUC of 0.91 (0.83–0.96) for the prediction of confirmed SBI and 0.86 (0.77–0.93) for possible SBI. We classified the patients in 3 groups: low, intermediate and high risk of SBI. Our risk-score-based management proposal could help to safely minimize antibiotic treatments and hospital admissions in children with SCD at low risk of SBI.
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Affiliation(s)
- Elena María Rincón-López
- Department of Pediatrics, Pediatric Infectious Diseases Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain. .,PhD Program in Medicine, Universidad Complutense de Madrid, Madrid, Spain. .,Servicio de PediatríaSección Enfermedades Infecciosas, Hospital Materno-Infantil Gregorio Marañón, c/ O'Donnell, 48-50, 28009, Madrid, Spain.
| | - María Luisa Navarro Gómez
- Department of Pediatrics, Pediatric Infectious Diseases Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain.,Universidad Complutense de Madrid, Madrid, Spain
| | - Teresa Hernández-Sampelayo Matos
- Department of Pediatrics, Pediatric Infectious Diseases Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain.,Universidad Complutense de Madrid, Madrid, Spain
| | - David Aguilera-Alonso
- Department of Pediatrics, Pediatric Infectious Diseases Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - Eva Dueñas Moreno
- Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | | | - Jesús Saavedra-Lozano
- Department of Pediatrics, Pediatric Infectious Diseases Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain.,Universidad Complutense de Madrid, Madrid, Spain
| | - María Del Mar Santos Sebastián
- Department of Pediatrics, Pediatric Infectious Diseases Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - Marina García Morín
- Department of Pediatrics. Pediatric Hematology and Oncology Unit, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Cristina Beléndez Bieler
- Department of Pediatrics. Pediatric Hematology and Oncology Unit, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Jorge Lorente Romero
- Department of Pediatrics. Pediatric Emergency Unit, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Elena Cela de Julián
- Universidad Complutense de Madrid, Madrid, Spain.,Department of Pediatrics. Pediatric Hematology and Oncology Unit, Hospital General Universitario Gregorio Marañón, Madrid, Spain
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