1
|
Chick HM, Rees ME, Lewis ML, Williams LK, Bodger O, Harris LG, Rushton S, Wilkinson TS. Using the Traditional Ex Vivo Whole Blood Model to Discriminate Bacteria by Their Inducible Host Responses. Biomedicines 2024; 12:724. [PMID: 38672079 PMCID: PMC11047930 DOI: 10.3390/biomedicines12040724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 03/21/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Abstract
Whole blood models are rapid and versatile for determining immune responses to inflammatory and infectious stimuli, but they have not been used for bacterial discrimination. Staphylococcus aureus, S. epidermidis and Escherichia coli are the most common causes of invasive disease, and rapid testing strategies utilising host responses remain elusive. Currently, immune responses can only discriminate between bacterial 'domains' (fungi, bacteria and viruses), and very few studies can use immune responses to discriminate bacteria at the species and strain level. Here, whole blood was used to investigate the relationship between host responses and bacterial strains. Results confirmed unique temporal profiles for the 10 parameters studied: IL-6, MIP-1α, MIP-3α, IL-10, resistin, phagocytosis, S100A8, S100A8/A9, C5a and TF3. Pairwise analysis confirmed that IL-6, resistin, phagocytosis, C5a and S100A8/A9 could be used in a discrimination scheme to identify to the strain level. Linear discriminant analysis (LDA) confirmed that (i) IL-6, MIP-3α and TF3 could predict genera with 95% accuracy; (ii) IL-6, phagocytosis, resistin and TF3 could predict species at 90% accuracy and (iii) phagocytosis, S100A8 and IL-10 predicted strain at 40% accuracy. These data are important because they confirm the proof of concept that host biomarker panels could be used to identify bacterial pathogens.
Collapse
Affiliation(s)
- Heather M. Chick
- Microbiology and Infectious Disease, Institute of Life Science, Swansea University Medical School, Swansea SA2 8PP, UK; (H.M.C.); (M.E.R.); (M.L.L.); (L.K.W.); (L.G.H.)
| | - Megan E. Rees
- Microbiology and Infectious Disease, Institute of Life Science, Swansea University Medical School, Swansea SA2 8PP, UK; (H.M.C.); (M.E.R.); (M.L.L.); (L.K.W.); (L.G.H.)
| | - Matthew L. Lewis
- Microbiology and Infectious Disease, Institute of Life Science, Swansea University Medical School, Swansea SA2 8PP, UK; (H.M.C.); (M.E.R.); (M.L.L.); (L.K.W.); (L.G.H.)
| | - Lisa K. Williams
- Microbiology and Infectious Disease, Institute of Life Science, Swansea University Medical School, Swansea SA2 8PP, UK; (H.M.C.); (M.E.R.); (M.L.L.); (L.K.W.); (L.G.H.)
- Department of Animal and Agriculture, Hartpury University, Hartpury, Gloucestershire GL19 3BE, UK
| | - Owen Bodger
- Patient and Population Health an Informatics Research, Swansea University Medical School, Swansea SA2 8PP, UK;
| | - Llinos G. Harris
- Microbiology and Infectious Disease, Institute of Life Science, Swansea University Medical School, Swansea SA2 8PP, UK; (H.M.C.); (M.E.R.); (M.L.L.); (L.K.W.); (L.G.H.)
| | - Steven Rushton
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne NE1 7RU, UK;
| | - Thomas S. Wilkinson
- Microbiology and Infectious Disease, Institute of Life Science, Swansea University Medical School, Swansea SA2 8PP, UK; (H.M.C.); (M.E.R.); (M.L.L.); (L.K.W.); (L.G.H.)
| |
Collapse
|
2
|
Xiao YH, Luo ZX, Wu HW, Xu DR, Zhao R. Metagenomic next-generation sequencing for the identification of infections caused by Gram-negative pathogens and the prediction of antimicrobial resistance. Lab Med 2024; 55:71-79. [PMID: 37253164 DOI: 10.1093/labmed/lmad039] [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] [Indexed: 06/01/2023] Open
Abstract
OBJECTIVE The aim of this study was to evaluate the efficacy of metagenomic next-generation sequencing (mNGS) for the identification of Gram-negative bacteria (GNB) infections and the prediction of antimicrobial resistance. METHODS A retrospective analysis was conducted on 182 patients with diagnosis of GNB infections who underwent mNGS and conventional microbiological tests (CMTs). RESULTS The detection rate of mNGS was 96.15%, higher than CMTs (45.05%) with a significant difference (χ 2 = 114.46, P < .01). The pathogen spectrum identified by mNGS was significantly wider than CMTs. Interestingly, the detection rate of mNGS was substantially higher than that of CMTs (70.33% vs 23.08%, P < .01) in patients with but not without antibiotic exposure. There was a significant positive correlation between mapped reads and pro-inflammatory cytokines (interleukin-6 and interleukin-8). However, mNGS failed to predict antimicrobial resistance in 5 of 12 patients compared to phenotype antimicrobial susceptibility testing results. CONCLUSIONS Metagenomic next-generation sequencing has a higher detection rate, a wider pathogen spectrum, and is less affected by prior antibiotic exposure than CMTs in identifying Gram-negative pathogens. The mapped reads may reflect a pro-inflammatory state in GNB-infected patients. Inferring actual resistance phenotypes from metagenomic data remains a great challenge.
Collapse
Affiliation(s)
- Yang-Hua Xiao
- Department of Clinical Laboratory, Medical Center of Burn Plastic and Wound Repair, The First Affiliated Hospital of Nanchang University, Nanchang, China
- School of Public Health, Nanchang University, Nanchang, China
| | - Zhao-Xia Luo
- School of Public Health, Nanchang University, Nanchang, China
| | - Hong-Wen Wu
- Department of Medical Instruments, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - De-Rong Xu
- Department of Clinical Laboratory, Medical Center of Burn Plastic and Wound Repair, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Rui Zhao
- Department of Clinical Laboratory, Medical Center of Burn Plastic and Wound Repair, The First Affiliated Hospital of Nanchang University, Nanchang, China
| |
Collapse
|
3
|
Zhang F, Wang H, Liu L, Su T, Ji B. Machine learning model for the prediction of gram-positive and gram-negative bacterial bloodstream infection based on routine laboratory parameters. BMC Infect Dis 2023; 23:675. [PMID: 37817106 PMCID: PMC10566101 DOI: 10.1186/s12879-023-08602-4] [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: 06/27/2023] [Accepted: 09/12/2023] [Indexed: 10/12/2023] Open
Abstract
BACKGROUND Bacterial bloodstream infection is responsible for the majority of cases of sepsis and septic shock. Early recognition of the causative pathogen is pivotal for administration of adequate empiric antibiotic therapy and for the survival of the patients. In this study, we developed a feasible machine learning (ML) model to predict gram-positive and gram-negative bacteremia based on routine laboratory parameters. METHODS Data for 2118 patients with bacteremia were obtained from the Medical Information Mart for Intensive Care dataset. Patients were randomly split into the training set and test set by stratified sampling, and 374 routine laboratory blood test variables were retrieved. Variables with missing values in more than 40% of the patients were excluded. Pearson correlation test was employed to eliminate redundant features. Five ML algorithms were used to build the model based on the selected features. Additionally, 132 patients with bacteremia who were treated at Qilu Hospital of Shandong University were included in an independent test cohort to evaluate the model. RESULTS After feature selection, 32 variables remained. All the five ML algorithms performed well in terms of discriminating between gram-positive and gram-negative bacteremia, but the performance of convolutional neural network (CNN) and random forest (RF) were better than other three algorithms. Consider of the interpretability of models, RF was chosen for further test (ROC-AUC = 0.768; 95%CI = 0.715-0.798, with a sensitivity of 75.20% and a specificity of 63.79%). To expand the application of the model, a decision tree (DT) was built utilizing the major variables, and it achieved an AUC of 0.679 (95%CI = 0.632-0.723), a sensitivity of 66%, and a specificity of 67.82% in the test cohort. When tested in the Qilu Hospital cohort, the ROC-AUC of the RF and DT models were 0.666 (95%CI = 0.579-0.746) and 0.615 (95%CI = 0.526-0.698), respectively. Finally, a software was developed to make the RF- and DT-based prediction models easily accessible. CONCLUSION The present ML-based models could effectively discriminate between gram-positive and gram-negative bacteremia based on routine laboratory blood test results. This simple model would be beneficial in terms of guiding timely antibiotic selection and administration in critically ill patients with bacteremia before their pathogen test results are available.
Collapse
Affiliation(s)
- Fan Zhang
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, 250012, Shandong, China
| | - Hao Wang
- Department of Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, 250012, Shandong, China
| | - Liyu Liu
- School of Control Science and Engineering, Shandong University, Jinan, 250061, Shandong, China
| | - Teng Su
- School of Control Science and Engineering, Shandong University, Jinan, 250061, Shandong, China
| | - Bing Ji
- School of Control Science and Engineering, Shandong University, Jinan, 250061, Shandong, China.
| |
Collapse
|
4
|
Xiang WQ, Li L, Wang BH, Ali AF, Li W. Profiles and predictive value of cytokines in children with human metapneumovirus pneumonia. Virol J 2022; 19:214. [PMID: 36496397 PMCID: PMC9741804 DOI: 10.1186/s12985-022-01949-1] [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: 07/28/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Human metapneumovirus (HMPV) is an important cause of respiratory tract infections in young children. Early innate immune response to HMPV is focused on induction of antiviral interferons (IFNs) and other pro-inflammatory cytokines that are critical for the formation of adaptive immune responses. To evaluate the predictive value of Th1/Th2 cytokines which include IL-2, IL-4, IL-6, IL-10, INF-γ and TNF-α in pneumonia caused by HMPV. METHODS A retrospective study was performed among 59 pneumonia pediatric patients with HMPV infection and 33 healthy children as the control cohort, which was detected by the immunofluorescence assay, and the Th1/Th2 cytokines were measured by flow cytometry. 131 children infected with Influenza virus A (IVA) and 41 children infected with influenza virus B (IVB) were detected by RT-PCR assay in throat swabs. RESULTS When compared with the healthy children, children who were infected with HMPV pneumonia had a significantly lower level of IL-2 (p < 0.001) and higher levels of IL-4 (p < 0.001), IL-6 (p = 0.001), IL-10 (p < 0.001), and IFN-γ (p < 0.001). Compared with patients diagnosed with IVA or IVB infection, HMPV-positive patients had significantly higher levels of IL-4 (p < 0.001 and < 0.001), IFN-γ (p < 0.001 and < 0.001), and TNF-α (p < 0.001 and 0.016). Moreover, compared with IVA patients, HMPV-positive patients had a significantly lower level of IL-6 (p = 0.033). Finally, when comparing cytokine levels among the patients with HMPV pneumonia, IL-6 and TNF-α levels were found to be significantly higher in the severe group than the mild group (p = 0.027 and 0.049). The IL-6 and TNF-α were used to differentiate between mild symptoms and severe symptoms in children diagnosed with HMPV pneumonia with an AUC of 0.678 (95% CI 0.526-0.829) and 0.658 (95% CI 0.506-0.809), respectively. CONCLUSION Our study indicated that difference in cytokine trends depending on the virus species. The levels of IL-4, TNF-α and IFN-γ were significantly distinguished in children infected with HMPV versus IVA and IVB. IL-6 and TNF-α may be helpful in assessing the severity and prognosis of HMPV infection.
Collapse
Affiliation(s)
- Wen-qing Xiang
- grid.13402.340000 0004 1759 700XDepartment of Clinical Laboratory, The Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, 3333 Binsheng Road, Hangzhou, 310052 People’s Republic of China
| | - Lin Li
- grid.13402.340000 0004 1759 700XDepartment of Clinical Laboratory, The Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, 3333 Binsheng Road, Hangzhou, 310052 People’s Republic of China
| | - Bing-han Wang
- grid.13402.340000 0004 1759 700XSchool of Public Health, Zhejiang University School of Medicine, Hangzhou, 310052 People’s Republic of China
| | - Ahmed Faisal Ali
- grid.13402.340000 0004 1759 700XDepartment of Clinical Laboratory, The Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, 3333 Binsheng Road, Hangzhou, 310052 People’s Republic of China
| | - Wei Li
- grid.13402.340000 0004 1759 700XDepartment of Clinical Laboratory, The Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, 3333 Binsheng Road, Hangzhou, 310052 People’s Republic of China
| |
Collapse
|
5
|
Zhang Y, Li B, Ning B. Evaluating IL-6 and IL-10 as rapid diagnostic tools for Gram-negative bacteria and as disease severity predictors in pediatric sepsis patients in the intensive care unit. Front Immunol 2022; 13:1043968. [PMID: 36544765 PMCID: PMC9760793 DOI: 10.3389/fimmu.2022.1043968] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/14/2022] [Indexed: 12/11/2022] Open
Abstract
Background To explore the diagnostic performance of interleukin (IL)-6 and IL-10 in discriminating Gram bacteria types and predicting disease severity in intensive care unit (ICU)-hospitalized pediatric sepsis patients. Method We retrospectively collected Th1/Th2 cytokine profiles of 146 microbiologically documented sepsis patients. Patients were categorized into Gram-positive (G+) or Gram-negative (G-) sepsis groups, and cytokine levels were compared. Subgroup analysis was designed to eliminate the influence of other inflammatory responses on cytokine levels. Results After propensity score matching, 78 patients were matched and categorized according to Gram bacteria types. Compared with G+ sepsis, IL-6 and IL-10 were significantly elevated in G- sepsis (p < 0.05). Spearman test proved the linear correlation between IL-6 and IL-10 (r = 0.654, p < 0.001), and their combination indicators (ratio and differences) were effective in identifying G- sepsis. In the subgroup analysis, such cytokine elevation was significant regardless of primary infection site. However, for patients with progressively deteriorating organ function [new or progressive multiple organ dysfunction syndrome (NPMODS)], differences in IL-6 and IL-10 levels were less significant between G+ and G- sepsis. In the receiver operating characteristic (ROC) curves of the G- sepsis group, the area under the curve (AUC) value for IL-6 and IL-10 was 0.679 (95% CI 0.561-0.798) and 0.637 (95% CI 0.512-0.762), respectively. The optimal cutoff value for diagnosing G- sepsis was 76.77 pg/ml and 18.90 pg/ml, respectively. While for the NPMODS group, the AUC for IL-6 and IL-10 was 0.834 (95% CI 0.766-0.902) and 0.781 (95% CI 0.701-0.860), respectively. Conclusion IL-6 and IL-10 are comparably effective in discriminating G+/G- sepsis in pediatric intensive care unit (PICU) patients. The deteriorated organ function observed in ICU patients reveals that complex inflammatory responses might have contributed to the cytokine pattern observed in severe sepsis patients, therefore confounding the discriminating efficacy of Th1/Th2 cytokines in predicting Gram bacteria types.
Collapse
|
6
|
Zhang P, Zhang ZH, Liang J, Shen DY, Li J, Wang D, Jin FF, Song H, Zhang JY, Xu WQ, Tang YM, Xu XJ. Metagenomic next-generation sequencing for the diagnosis of fever of unknown origin in pediatric patients with hematological malignancy. Clin Chim Acta 2022; 537:133-139. [DOI: 10.1016/j.cca.2022.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 10/03/2022] [Accepted: 10/10/2022] [Indexed: 11/03/2022]
|
7
|
Wang D, Lai M, Song H, Zhang JY, Zhao FY, Liang J, Xu WQ, Tang YM, Xu XJ. Integration of Interleukin-6 Improves the Diagnostic Precision of Metagenomic Next-Generation Sequencing for Infection in Immunocompromised Children. Front Microbiol 2022; 13:819467. [PMID: 35391735 PMCID: PMC8982073 DOI: 10.3389/fmicb.2022.819467] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 01/24/2022] [Indexed: 11/13/2022] Open
Abstract
The performance of metagenomic next-generation sequencing (mNGS) in identifying pathogens in immunocompromised children was not very clear. The purpose of this study is to assess the performance of mNGS in this population and to investigate whether the integration of serum cytokines and mNGS assay could improve diagnostic accuracy. We retrospectively collected the clinical data of pediatric patients who suffered febrile diseases and underwent mNGS determination simultaneously in the department of hematology/oncology between January 2019 and March 2021. Specimens were sent for conventional microbiological test (CMT), mNGS, and serum cytokine measurement in parallel. A total of 258 episodes of febrile diseases were enrolled, mNGS was positive in 224 cases, while CMT was positive in 78 cases. mNGS and CMT were both positive in 70 (27.1%) cases and were both negative in 26 (10.1%) cases. There were 154 (59.7%) cases positive by mNGS only while 8 (3.1%) were positive by CMT only. It was common that two or more pathogens were simultaneously detected by mNGS in a single specimen, with only 61 tests identified a single organism. Whether the organisms reported by mNGS were the microbiological etiology of infection was evaluated. Of the 224 cases with positive mNGS results, 135 (58.4%), 30 (13.0%), and 59 (28.6%) were considered as "probable," "possible," and "unlikely," respectively. Patients with high IL-6 (≥ 390 pg/ml) were likely to be bacterial infection. Although mNGS reported mixed pathogens, 84.6% (33/39) and 83.3% (10/12) of patients presenting high IL-6 were confirmed as bacterial infection in the training and validation cohort, respectively. In conclusion, mNGS analysis demonstrates promising diagnostic potential in rapidly identifying clinically relevant pathogens. Given the detection of many clinically irrelevant organisms, the integration of IL-6 improves the precision of mNGS results interpretation.
Collapse
Affiliation(s)
- Di Wang
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China.,The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, Hangzhou, China
| | - Min Lai
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Hua Song
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China.,The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, Hangzhou, China
| | - Jing-Ying Zhang
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China.,The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, Hangzhou, China
| | - Fen-Ying Zhao
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China.,The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, Hangzhou, China
| | - Juan Liang
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China.,The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, Hangzhou, China
| | - Wei-Qun Xu
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China.,The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, Hangzhou, China
| | - Yong-Min Tang
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China.,The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, Hangzhou, China
| | - Xiao-Jun Xu
- Division/Center of Hematology-Oncology, The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China.,The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, Hangzhou, China
| |
Collapse
|
8
|
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: 0] [Impact Index Per Article: 0] [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.
Collapse
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,
| |
Collapse
|
9
|
van der Velden FJS, Gennery AR, Emonts M. Biomarkers for Diagnosing Febrile Illness in Immunocompromised Children: A Systematic Review of the Literature. Front Pediatr 2022; 10:828569. [PMID: 35372147 PMCID: PMC8965604 DOI: 10.3389/fped.2022.828569] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 01/25/2022] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVE This study aims to assess the performance of biomarkers used for the prediction of bacterial, viral, and fungal infection in immunocompromised children upon presentation with fever. METHODS We performed a literature search using PubMed and MEDLINE and In-Process & Other Non-indexed Citations databases. Cohort and case-control studies assessing biomarkers for the prediction of bacterial, viral, or fungal infection in immunocompromised children vs. conventional microbiological investigations were eligible. Studies including adult patients were eligible if pediatric data were separately assessable. Data on definitions used for infections, fever, and neutropenia and predictive values were collected. Risk of bias was assessed with the Quality Assessment of Diagnostic Accuracy Studies-2 tool. RESULTS Fifty-two studies involving 13,939 febrile episodes in 7,059 children were included. In total, 92.2% were in cancer patients (n = 48), and 15.7% also included hematopoietic stem cell transplantation patients (n = 8). Forty-three biomarkers were investigated, of which 6 (CRP, PCT, IL-8, IL-6, IL-10, and TNFα) were significantly associated with bacterial infection at admission, studied in multiple studies, and provided predictive data. Literature on the prediction of viral and fungal infection was too limited. Eight studies compared C-reactive protein (CRP) and procalcitonin (PCT), with PCT demonstrating superiority in 5. IL-6, IL-8, and IL-10 were compared with CRP in six, four, and one study, respectively, with mixed results on diagnostic superiority. No clear superior biomarker comparing PCT vs. IL-6, IL-8, or IL-10 was identified. DISCUSSION There is great heterogeneity in the biomarkers studied and cutoff values and definitions used, thus complicating the analysis. Literature for immunocompromised children with non-malignant disease and for non-bacterial infection is sparse. Literature on novel diagnostics was not available. We illustrated the challenges of diagnosing fever adequately in this study population and the need for improved biomarkers and clinical decision-making tools.
Collapse
Affiliation(s)
- Fabian J S van der Velden
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.,Great North Children's Hospital, Paediatric Immunology, Infectious Diseases and Allergy, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Andrew R Gennery
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.,Great North Children's Hospital, Paediatric Immunology, Infectious Diseases and Allergy, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Marieke Emonts
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.,Great North Children's Hospital, Paediatric Immunology, Infectious Diseases and Allergy, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| |
Collapse
|
10
|
CRP/albumin ratio: A promising marker of gram-negative bacteremia in late-onset neonatal sepsis. Turk Arch Pediatr 2021; 56:32-36. [PMID: 34013227 DOI: 10.14744/turkpediatriars.2020.99076] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Accepted: 05/18/2020] [Indexed: 11/20/2022]
Abstract
Objective Neonatal sepsis is a clinical condition that results in serious morbidity and mortality unless urgently diagnosed and treated. Obtaining the results of blood cultures to determine the causative agent in sepsis is a time-consuming process. The CRP/albumin ratio is an inflammatory marker that has started to be used in recent years. The aim of our study was to investigate the relationship between CRP/albumin and Gram-negative bacterial sepsis in neonates. Material and Methods This study was conducted on 112 premature neonates with sepsis. The patients were divided into two groups according to culture results as Gram-negative and Gram-positive bacterial sepsis. The laboratory and demographic features of the patients were obtained from the hospital records. A receiver operating characteristic curve was plotted to evaluate the predictive value of the CRP/albumin ratio for Gram-negative sepsis. Results CRP/albumin was significantly higher in the Gram-negative group (p<0.001). According to the receiver operating characteristic curve, the optimal cut-off value of CRP/albumin for the prediction of Gram-negative sepsis was >35.17, which had a specificity of 97% and sensitivity of 56% (AUC=0.839; 95% CI: 0.743-0.944; p<0.001). A multivariate logistic regression analysis revealed that CRP/albumin (OR=1.082, 95% CI: 1.033-1.134, p=0.001) and absolute neutrophil count (OR=1.145, 95% CI: 1.000-1.312, p=0.049) were still associated with Gram-negative sepsis after adjustment for variables found to be statistically significant in univariate analysis and correlated with Gram-negative sepsis. Conclusion The CRP/albumin ratio is independently related to Gram-negative sepsis in neonatal sepsis and may be useful in predicting Gram-negative bacteremia.
Collapse
|
11
|
Abstract
The human body has a perfect thermoregulatory system to meet the needs of normal life activities. The central regulation of body temperature is mainly explained by the theory of "setting point (setpoint, SP)". Fever is a positive but nonspecific response of the body to infections and other pyrogens, which causes immune cells to release cytokines, leading to a brain protein-mediated rise in body temperature. Cytokines can be roughly divided into 2 categories: proinflammatory cytokines and anti-inflammatory cytokines. IL-1, TNF-α, and IL-6 are proinflammatory cytokines, whereas IL-4 and IL-10 are anti-inflammatory cytokines. IL-2 is a cytokine that can both activate and inhibit immunity. IL-8 is a neutrophil chemotactic factor, and IFN is a cytokine that plays a key role in the proper induction and maintenance of innate and acquired immunity. This article reviews the pathophysiological characteristics of fever and the cytokines related to fever (IL-2, 4, 6, 8, 10, IFN, TNF, etc.).
Collapse
Affiliation(s)
- Jinfeng Lai
- Department of Infectious Diseases, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Huichun Wu
- Department of Infectious Diseases, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Ailan Qin
- Department of Infectious Diseases, First Affiliated Hospital of Soochow University, Suzhou, China
| |
Collapse
|
12
|
Chen HP, Wang XY, Pan XY, Hu WW, Cai ST, Joshi K, Deng LH, Ma D. Circulating Neutrophil-Derived Microparticles Associated with the Prognosis of Patients with Sepsis. J Inflamm Res 2020; 13:1113-1124. [PMID: 33363395 PMCID: PMC7754272 DOI: 10.2147/jir.s287256] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 11/26/2020] [Indexed: 12/22/2022] Open
Abstract
Introduction Because of its high morbidity and mortality, sepsis remains the leading cause of death in the ICU. Microparticles (MP) have been largely studied as potential diagnostic or prognostic markers in various diseases including sepsis. Objective The biological and clinical relevance of neutrophil-derived microparticles (NDMPs) within the MP population remains unclear. The objective of this study was to elucidate the relationship between plasma NDMPs and the prognosis of patients with sepsis and/or septic shock. Methods The study was designed as an observational, noninterventional clinical study. The cohort for this study included 40 sepsis and 40 septic shock patients together with 10 healthy controls admitted to the Intensive Care Unit (ICU) and the Health Surveillance Center in the Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China, from January to November 2018, respectively. The degree of critical disease for sepsis and septic shock was evaluated, with data analyses conducted from 2018 to 2019. Results On days 1, 3 and 5 post-admission a series of data including plasma NDMP levels, patient demographics, TNF-α levels, IL-6 levels, sTREM-1 levels, and the sepsis severity score measurements were collected. A survival curve was plotted against levels of plasma NDMPs. Levels of NDMPs were observed to be higher in the septic shock patients than in the sepsis patients on days 1, 3, and 5 post-ICU admission (p < 0.05). NDMP levels were significantly increased in sepsis and septic shock patients with a parallel increase in pro-inflammatory mediators and sepsis severity score (p < 0.05) as well as mortality. Conclusion Our data suggest that NDMPs may be a biomarker of sepsis severity and mortality although its implications on sepsis prognosis warrant further study.
Collapse
Affiliation(s)
- Hong-Peng Chen
- Department of Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, People's Republic of China.,Zhanjiang Key Laboratory of Organ Injury and Protection and Translational Medicine, Zhanjiang, Guangdong, People's Republic of China
| | - Xiao-Yan Wang
- Department of Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, People's Republic of China
| | - Xiao-Yan Pan
- Department of Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, People's Republic of China
| | - Wang-Wang Hu
- Department of Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, People's Republic of China
| | - Shu-Ting Cai
- Department of Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, People's Republic of China
| | - Kiran Joshi
- Division of Anesthetics, Pain Medicine and Intensive Care, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Chelsea and Westminster Hospital, London, UK
| | - Lie-Hua Deng
- Department of Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, People's Republic of China.,Zhanjiang Key Laboratory of Organ Injury and Protection and Translational Medicine, Zhanjiang, Guangdong, People's Republic of China
| | - Daqing Ma
- Division of Anesthetics, Pain Medicine and Intensive Care, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Chelsea and Westminster Hospital, London, UK
| |
Collapse
|
13
|
Qin Y, Feng M, Wu Y, Wang Y, Zhao X, Liu G, Gao C, Luo J, Guo H. Comprehensive analysis of multiple cytokines and blood parameters for the diagnosis of bacterial infections in rheumatoid arthritis. Cytokine 2020; 136:155251. [PMID: 32828065 DOI: 10.1016/j.cyto.2020.155251] [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: 01/30/2020] [Revised: 06/28/2020] [Accepted: 08/10/2020] [Indexed: 11/17/2022]
Abstract
Patients with rheumatoid arthritis (RA) are more susceptible to infections, which elevate the levels of relative cytokines. However, the ability of the cytokines levels to predicate bacterial infections in RA patients remains unclear. Here, we assessed the ability of the combination of serum cytokine levels and blood parameters to diagnose bacterial infections in RA patients. We measured the levels of a panel of serum cytokine and blood parameters in 168 RA patients and 81 healthy individuals. RA patients were divided into the bacterial infection (INFE) group (n = 76) and RA flare without INFE group (n = 92). Bacterial infection was confirmed by microbial culture, imaging, antibiotic response, and typical clinical symptoms. The discriminative ability of the combination of the cytokine levels and inflammatory parameters was assessed using the receiver-operating characteristic (ROC) curves analysis and a novel bioscore system. The levels of interleukin (IL)-6 (p = 0.006), IL-10 (p = 0.019), interferon (IFN)-γ (p = 0.033), CRP (p < 0.001), and ESR (p < 0.001) were higher in patients of the INFE group than in patients with RA flare, and the absolute numbers of CD19+ B cells (p < 0.001) and CD4+ T cells (p = 0.009) were lower. For discriminating bacterial infection, the combination of IL-6, IL-10, IFN-γ, ESR, CRP, CD19+ B cells, and CD4+ T cells, provided an area under the curve (AUC) of 0.827 [(95% confidence interval (CI): 0.760-0.881)], which was profoundly larger than that of IL-6, IL-10, IFN-γ, ESR, CRP, CD19+ B cells, or CD4+ T cells alone. In addition, we also developed a bioscore system based on the combination of these seven biomarkers. Seventeen (100%) patients with a bioscore of 0 were non-infected, while seven (100%) patients with a score of 7 had bacterial infections. The bioscore based on the combination of ESR, CRP, IL-6, IL-10, IFN-γ, CD19+ B cells and CD4+ T cells may be a promising and robust tool to diagnose bacterial infections in RA patients.
Collapse
Affiliation(s)
- Yan Qin
- The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Min Feng
- The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Yanyao Wu
- The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Yanling Wang
- The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Xiangcong Zhao
- Division of Rheumatology, Department of Medicine, the Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Guangying Liu
- Division of Rheumatology, Department of Medicine, the Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Chong Gao
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jing Luo
- Division of Rheumatology, Department of Medicine, the Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China.
| | - Hui Guo
- Division of Nephrology, Department of Medicine, the Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China; Division of Nephrology, Department of Medicine, the Shenzhen Baoan shiyan People's Hospital, Shenzhen , Guangdong 518005, China.
| |
Collapse
|
14
|
Z Oikonomakou M, Gkentzi D, Gogos C, Akinosoglou K. Biomarkers in pediatric sepsis: a review of recent literature. Biomark Med 2020; 14:895-917. [PMID: 32808806 DOI: 10.2217/bmm-2020-0016] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Sepsis remains the leading cause of death in infants and children worldwide. Prompt diagnosis and monitoring of infection is pivotal to guide therapy and optimize outcomes. No single biomarker has so far been identified to accurately diagnose sepsis, monitor response and predict severity. We aimed to assess existing evidence of available sepsis biomarkers, and their utility in pediatric population. C-reactive protein and procalcitonin remain the most extensively evaluated and used biomarkers. However, biomarkers related to endothelial damage, vasodilation, oxidative stress, cytokines/chemokines and cell bioproducts have also been identified, often with regard to the site of infection and etiologic pathogen; still, with controversial utility. A multi-biomarker model driven by genomic tools could establish a personalized approach in future disease management.
Collapse
Affiliation(s)
| | - Despoina Gkentzi
- Department of Pediatrics, University Hospital of Patras, Rio 26504, Greece
| | - Charalambos Gogos
- Department of Internal Medicine & Infectious Diseases, University Hospital of Patras, Rio 26504, Greece
| | - Karolina Akinosoglou
- Department of Internal Medicine & Infectious Diseases, University Hospital of Patras, Rio 26504, Greece
| |
Collapse
|
15
|
Xu XJ, Tang YM. Dilemmas in diagnosis and management of hemophagocytic lymphohistiocytosis in children. World J Pediatr 2020; 16:333-340. [PMID: 31506890 DOI: 10.1007/s12519-019-00299-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 07/26/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Hemophagocytic lymphohistiocytosis (HLH) is a life-threatening entity which is characterized by severe hyperinflammation. Now the HLH-2004 protocol has been widely accepted and clinically used; however, many questions still remain in clinical practice. In this review, we discuss the dilemmas in the diagnosis and treatment of HLH in children. DATA SOURCES Original research for articles and literature reviews published in PubMed was carried out using the key term "hemophagocytic lymphohistiocytosis". RESULTS As the gene sequencing technology progresses, the range of causal mutations and primary HLH has been redefined. The monoallelic variants may contribute to the pathogenesis of the disease. Many conditions without defective cytotoxicity of T or NK cells may lead to HLH, such as primary immunodeficiency (PID) and dysregulated immune activation or proliferation (DIAP). HLH shares overlapping clinical and laboratory characteristics with severe sepsis, but usually the single values are more pronounced in HLH than sepsis. H score is another approach to help the diagnosis of secondary HLH. Specific Th1/Th2 cytokine patterns are very helpful tools to differentiate HLH (reactivation of HLH) from sepsis. Moreover, it also has been used successfully to stratify the therapy intensity. The treatment of HLH should consider underlying diseases, triggers and severity. HLH-94 is recommended for patients who need etoposide-based therapy. CONCLUSIONS Dramatic progress has been made during the past decades in understanding the pathophysiology of HLH. However, diagnosis and treatment of HLH remain with many dilemmas because of the heterogeneous nature of the disease. Better understanding new gene defects and more effective diagnostic approaches and salvage regimens are goals for the future.
Collapse
Affiliation(s)
- Xiao-Jun Xu
- Division of Hematology-Oncology, Children's Hospital, Zhejiang University School of Medicine, Key Laboratory of Reproductive Genetics of Ministry of Education, Zhejiang University, Hangzhou, 310003, China
| | - Yong-Min Tang
- Division of Hematology-Oncology, Children's Hospital, Zhejiang University School of Medicine, Key Laboratory of Reproductive Genetics of Ministry of Education, Zhejiang University, Hangzhou, 310003, China.
| |
Collapse
|
16
|
Shen D, Song H, Xu X, Xu W, Wang D, Liang J, Fang M, Liao C, Chen X, Li S, Zhao N, Huang W, Tang Y. Chimeric antigen receptor T cell therapy can be administered safely under the real-time monitoring of Th1/Th2 cytokine pattern using the cytometric bead array technology for relapsed and refractory acute lymphoblastic leukemia in children. Pediatr Hematol Oncol 2020; 37:288-299. [PMID: 32048885 DOI: 10.1080/08880018.2019.1704325] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
CD19 chimeric antigen receptor T (CD19CAR-T) cell therapy has shown striking response in treating relapsed and refractory B-lineage acute lymphoblastic leukemia (r/r B-ALL). However, side-effects including cytokine release syndrome (CRS) and neurotoxicity can be fatal to patients. In this report, five patients with r/r B-ALL were treated with CD19CAR-T cells. Cytokine release syndrome experienced by four patients who achieved complete remission (CR) with minimal residual disease (MRD) negative. One patient who did not response to the treatment had no CRS. Acute toxicities including fever, hypotension and other neurological toxicities occurred in responding patients within 2 weeks post infusion and managed properly with tocilizumab and/or steroids according to the "real-time" monitoring of a simple 6 Th1/Th2 cytokine pattern. In conclusion, our study demonstrates that CD19CAR-T cell therapy can be safely administered for patients with relapsed and refractory leukemia under the "real-time" monitoring of a simple 6-cytokine pattern.
Collapse
Affiliation(s)
- Diying Shen
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Hua Song
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Xiaojun Xu
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Weiqun Xu
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Di Wang
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Juan Liang
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Meixin Fang
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Chan Liao
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Xiaodan Chen
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Sisi Li
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Ning Zhao
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Wei Huang
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| | - Yongmin Tang
- Department of Hematology and Oncology, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center For Child Health, Hangzhou, PR China
| |
Collapse
|
17
|
Yang X, Wang GX, Zhou JF. CAR T Cell Therapy for Hematological Malignancies. Curr Med Sci 2019; 39:874-882. [PMID: 31845217 DOI: 10.1007/s11596-019-2118-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 10/25/2019] [Indexed: 12/11/2022]
Abstract
As a rapidly progressing field in oncology, the adoptive transfer of T cells that have been genetically modified with chimeric antigen receptors (CARs) has shown striking efficacy in the management of hematological malignancies and has been reported in a number of clinical trials. Of note, CAR T cell therapy has shown extraordinary potential, especially in relapsed/refractory patients. However, there are still challenges regarding the further development of this strategy, spanning from engineering and manufacturing issues, to limited applications, to accompanying toxicities. In this review, we will summarize the general knowledge of this novel method, including receptor composition, applications, adverse events and challenges. Additionally, we will propose several comprehensive recommendations.
Collapse
Affiliation(s)
- Xin Yang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Gao-Xiang Wang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Jian-Feng Zhou
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| |
Collapse
|
18
|
Kaewarpai T, Ekchariyawat P, Phunpang R, Wright SW, Dulsuk A, Moonmueangsan B, Morakot C, Thiansukhon E, Day NPJ, Lertmemongkolchai G, West TE, Chantratita N. Longitudinal profiling of plasma cytokines in melioidosis and their association with mortality: a prospective cohort study. Clin Microbiol Infect 2019; 26:783.e1-783.e8. [PMID: 31705997 DOI: 10.1016/j.cmi.2019.10.032] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 10/22/2019] [Accepted: 10/29/2019] [Indexed: 11/17/2022]
Abstract
OBJECTIVES To characterize plasma cytokine responses in melioidosis and analyse their association with mortality. METHODS A prospective longitudinal study was conducted in two hospitals in Northeast Thailand to enrol 161 individuals with melioidosis, plus 13 uninfected healthy individuals and 11 uninfected individuals with diabetes to act as controls. Blood was obtained from all individuals at enrolment (day 0), and at days 5, 12 and 28 from surviving melioidosis patients. Interferon-γ (IFN-γ), interleukin-1β (IL-1β), IL-2, IL-4, IL-6, IL-8, IL-10, IL-12p70, IL-13, IL-17A, IL-23, and tumour necrosis factor-α (TNF-α) were assayed in plasma. The association of each cytokine and its dynamics with 28-day mortality was determined. RESULTS Of the individuals with melioidosis, 131/161 (81%) were bacteraemic, and 68/161 (42%) died. On enrolment, median levels of IFN-γ, IL-6, IL-8, IL-10, IL-23 and TNF-α were higher in individuals with melioidosis compared with uninfected healthy individuals and all but IFN-γ were positively associated with 28-day mortality. Interleukin-8 provided the best discrimination of mortality (area under the receiver operating characteristic curve 0.78, 95% CI 0.71-0.85). Over time, non-survivors had increasing IL-6, IL-8 and IL-17A levels, in contrast to survivors. In joint modelling, temporal trajectories of IFN-γ, IL-6, IL-8, IL-10 and TNF-α predicted survival. CONCLUSIONS In a severely ill cohort of individuals with melioidosis, specific pro- and anti-inflammatory and T helper type 17 cytokines were associated with survival from melioidosis, at enrolment and over time. Persistent inflammation preceded death. These findings support further evaluation of these mediators as prognostic biomarkers and to guide targeted immunotherapeutic development for severe melioidosis.
Collapse
Affiliation(s)
- T Kaewarpai
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - P Ekchariyawat
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand; Department of Microbiology, Faculty of Public Health, Mahidol University, Bangkok, Thailand
| | - R Phunpang
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - S W Wright
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - A Dulsuk
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - B Moonmueangsan
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand; Department of Medicine, Mukdahan Hospital, Mukdahan, Thailand
| | - C Morakot
- Department of Medicine, Mukdahan Hospital, Mukdahan, Thailand
| | - E Thiansukhon
- Department of Medicine, Udon Thani Hospital, Udon Thani, Thailand
| | - N P J Day
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand; Centre of Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - G Lertmemongkolchai
- Cellular and Molecular Immunology Unit, Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - T E West
- Division of Pulmonary, Critical Care & Sleep Medicine, Harborview Medical Center, University of Washington, Seattle, WA, USA; International Respiratory and Severe Illness Center, University of Washington, Seattle, WA, USA
| | - N Chantratita
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand; Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
| |
Collapse
|
19
|
Luo H, Wang N, Huang L, Zhou X, Jin J, Li C, Wang D, Xu B, Xu J, Jiang L, Wang J, Cao Y, Xiao Y, Zhang Q, Mao X, Liu S, Chen L, Xiao M, Zhou J. Inflammatory signatures for quick diagnosis of life-threatening infection during the CAR T-cell therapy. J Immunother Cancer 2019; 7:271. [PMID: 31640816 PMCID: PMC6806557 DOI: 10.1186/s40425-019-0767-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 10/02/2019] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Chimeric antigen receptor-modified (CAR) T-cell immunotherapy is a novel promising therapy for treatment of B-cell malignancy. Cytokine release syndrome (CRS) and infection are the most common adverse events during CAR T-cell therapy. Similar clinical presentation of concurrent CRS and infection makes it difficult to differentially diagnose and timely treat the condition. METHODS We analyzed the features of infection events during the first 30 days after CAR T-cell infusion (CTI) in 109 patients from three clinical trials (ChiCTR-OPN-16008526, ChiCTR-OPC-16009113, ChiCTR-OPN-16009847). Based on the dynamic changes of interleukin (IL)-6 and ferritin, we proposed the "double peaks of IL-6" pattern as a feature of life-threatening infection during the first 30 days after CTI. Meanwhile, we screened candidate biomarkers from 70-biomarker panel to establish a prediction model for life-threatening infection. RESULTS In this study, 19 patients (17.4%) experienced a total of 19 infection events during the first 30 days after CAR T-cell infusion. Eleven patients (10.1%) had grade 4-5 infection, which were all bacterial infection and predominantly sepsis (N = 9). "Double peaks of IL-6" appeared in 9 out of 11 patients with life-threatening infection. The prediction model of three-cytokines (IL-8, IL-1β and interferon-γ) could predict life-threatening infection with high sensitivity (training: 100.0%; validation: 100.0%) and specificity (training: 97.6%; validation: 82.8%). On base of the aforementioned methods, we proposed a workflow for quick identification of life-threatening infection during CAR T-cell therapy. CONCLUSIONS In this study, we worked out two diagnostic methods for life-threatening infection during CAR T-cell therapy by analyzing inflammatory signatures, which contributed to reducing risks of infection-induced death.
Collapse
Affiliation(s)
- Hui Luo
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Na Wang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Liang Huang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Xiaoxi Zhou
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Jin Jin
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Chunrei Li
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Di Wang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Bin Xu
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Jinhuan Xu
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Lijun Jiang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Jue Wang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Yang Cao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Yi Xiao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Qian Zhang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Xia Mao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Songya Liu
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Liting Chen
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Min Xiao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Jianfeng Zhou
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China. .,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China.
| |
Collapse
|
20
|
Xu XJ, Luo ZB, Xia T, Song H, Yang SL, Xu WQ, Ni YR, Ning Zhao, Tang YM. Comparison of interleukin-6, interleukin-10, procalcitonin and C-reactive protein in identifying high-risk febrile illness in pediatric cancer patients: A prospective observational study. Cytokine 2019; 116:1-6. [DOI: 10.1016/j.cyto.2019.01.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 12/13/2018] [Accepted: 01/03/2019] [Indexed: 01/26/2023]
|
21
|
|
22
|
Neutrophil-to-Lymphocyte Ratio, Monocyte-to-Lymphocyte Ratio, Platelet-to-Lymphocyte Ratio, and Mean Platelet Volume-to-Platelet Count Ratio as Biomarkers in Critically Ill and Injured Patients: Which Ratio to Choose to Predict Outcome and Nature of Bacteremia? Mediators Inflamm 2018; 2018:3758068. [PMID: 30116146 PMCID: PMC6079471 DOI: 10.1155/2018/3758068] [Citation(s) in RCA: 137] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 04/27/2018] [Accepted: 05/14/2018] [Indexed: 12/13/2022] Open
Abstract
Background Neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), platelet-to-lymphocyte ratio (PLR), and mean platelet volume-to-platelet count (MPV/PC) ratio are readily available parameters that might have discriminative power regarding outcome. The aim of our study was to assess prognostic value of these biomarkers regarding outcome in critically ill patients with secondary sepsis and/or trauma. Methods A total of 392 critically ill and injured patients, admitted to surgical ICU, were enrolled in a prospective observational study. Leukocyte and platelet counts were recorded upon fulfilling Sepsis-3 criteria and for traumatized Injury Severity Score > 25 points. Patients were divided into four subgroups: peritonitis, pancreatitis, trauma with sepsis, and trauma without sepsis. Results NLR and MPV/PC levels were significantly higher in nonsurvivors (AUC/ROC of 0.681 and 0.592, resp., in the peritonitis subgroup; 0.717 and 0.753, resp., in the pancreatitis subgroup); MLR and PLR did not differ significantly. There was no significant difference of investigated biomarkers between survivors and nonsurvivors in trauma patients with and without sepsis except for PLR in the trauma without sepsis subgroup (significantly higher in nonsurvivors, AUC/ROC of 0.719). Independent predictor of lethal outcome was NLR in the whole cohort and in the peritonitis subgroup as well as MPV in the pancreatitis subgroup. Also, there were statistically significant differences in MPV/PC, MLR, and PLR values regarding nature of bacteremia. In general, the lowest levels had been found in patients with Gram-positive blood cultures. Conclusions NLR and MPV were very good independent predictors of lethal outcome. For the first time, we demonstrate that nature of bacteremia influences MPV/PC, MLR, and PLR. In heterogeneous cohort subgroup, analysis is essential.
Collapse
|
23
|
Wei G, Ding L, Wang J, Hu Y, Huang H. Advances of CD19-directed chimeric antigen receptor-modified T cells in refractory/relapsed acute lymphoblastic leukemia. Exp Hematol Oncol 2017; 6:10. [PMID: 28413717 PMCID: PMC5391552 DOI: 10.1186/s40164-017-0070-9] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2017] [Accepted: 04/02/2017] [Indexed: 01/27/2023] Open
Abstract
Refractory/relapsed B-cell acute lymphoblastic leukemia remains to be a significant cause of cancer-associated morbidity and mortality for children and adults. Developing novel and effective molecular-targeted approaches is thus a major priority. Chimeric antigen receptor-modified T cell (CAR-T) therapy, as one of the most promising targeted immunotherapies, has drawn extensive attention and resulted in multiple applications. According to published studies, CD19-directed CAR-T cells (CD19 CAR-T) can reach a complete remission rate of 94% in both children and adults with refractory/relapsed ALL, much higher than that of chemotherapy. However, the encouraging outcomes are often associated with complications such as cytokine release syndrome (CRS), serious neurotoxicity, and on-target off-tumor effect, which seriously impeded further clinical application of CAR-T cells. Moreover, CAR-T therapy is typically associated with high relapse rate. This article briefly reviews the manufacture technologies, the conditioning regimens, the cell infusion doses, as well as the prevention and treatment strategies of complications for CAR-T cell therapy.
Collapse
Affiliation(s)
- Guoqing Wei
- Bone Marrow Transplantation Center, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang China
| | - Lijuan Ding
- School of Medicine, Zhejiang University, Hangzhou, Zhejiang China
| | - Jiasheng Wang
- Bone Marrow Transplantation Center, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang China
| | - Yongxian Hu
- Bone Marrow Transplantation Center, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang China
| | - He Huang
- Bone Marrow Transplantation Center, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang China
| |
Collapse
|
24
|
Xia T, Xu X, Zhao N, Luo Z, Tang Y. Comparison of the diagnostic power of cytokine patterns and procalcitonin for predicting infection among paediatric haematology/oncology patients. Clin Microbiol Infect 2016; 22:996-1001. [DOI: 10.1016/j.cmi.2016.09.013] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 09/14/2016] [Accepted: 09/18/2016] [Indexed: 11/27/2022]
|
25
|
Papp M, Tornai T, Vitalis Z, Tornai I, Tornai D, Dinya T, Sumegi A, Antal-Szalmas P. Presepsin teardown - pitfalls of biomarkers in the diagnosis and prognosis of bacterial infection in cirrhosis. World J Gastroenterol 2016; 22:9172-9185. [PMID: 27895404 PMCID: PMC5107598 DOI: 10.3748/wjg.v22.i41.9172] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Revised: 08/26/2016] [Accepted: 09/28/2016] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the diagnostic and prognostic value of presepsin in cirrhosis-associated bacterial infections.
METHODS Two hundred and sixteen patients with cirrhosis were enrolled. At admission, the presence of bacterial infections and level of plasma presepsin, serum C-reactive protein (CRP) and procalcitonin (PCT) were evaluated. Patients were followed for three months to assess the possible association between presepsin level and short-term mortality.
RESULTS Present 34.7 of patients had bacterial infection. Presepsin levels were significantly higher in patients with infection than without (median, 1002 pg/mL vs 477 pg/mL, P < 0.001), increasing with the severity of infection [organ failure (OF): Yes vs No, 2358 pg/mL vs 710 pg/mL, P < 0.001]. Diagnostic accuracy of presepsin for severe infections was similar to PCT and superior to CRP (AUC-ROC: 0.85, 0.85 and 0.66, respectively, P = NS for presepsin vs PCT and P < 0.01 for presepsin vs CRP). At the optimal cut-off value of presepsin > 1206 pg/mL sensitivity, specificity, positive predictive values and negative predictive values were as follows: 87.5%, 74.5%, 61.8% and 92.7%. The accuracy of presepsin, however, decreased in advanced stage of the disease or in the presence of renal failure, most probably because of the significantly elevated presepsin levels in non-infected patients. 28-d mortality rate was higher among patients with > 1277 pg/mL compared to those with ≤ 1277 pg/mL (46.9% vs 11.6%, P < 0.001). In a binary logistic regression analysis, however, only PCT (OR = 1.81, 95%CI: 1.09-3.01, P = 0.022) but neither presepsin nor CRP were independent risk factor for 28-d mortality after adjusting with MELD score and leukocyte count.
CONCLUSION Presepsin is a valuable new biomarker for defining severe infections in cirrhosis, proving same efficacy as PCT. However, it is not a useful marker of short-term mortality.
Collapse
|
26
|
Contejean A, Lemiale V, Resche-Rigon M, Mokart D, Pène F, Kouatchet A, Mayaux J, Vincent F, Nyunga M, Bruneel F, Rabbat A, Perez P, Meert AP, Benoit D, Hamidfar R, Darmon M, Jourdain M, Renault A, Schlemmer B, Azoulay E. Increased mortality in hematological malignancy patients with acute respiratory failure from undetermined etiology: a Groupe de Recherche en Réanimation Respiratoire en Onco-Hématologique (Grrr-OH) study. Ann Intensive Care 2016; 6:102. [PMID: 27783381 PMCID: PMC5080277 DOI: 10.1186/s13613-016-0202-0] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2016] [Accepted: 10/11/2016] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Acute respiratory failure (ARF) is the most frequent complication in patients with hematological malignancies and is associated with high morbidity and mortality. ARF etiologies are numerous, and despite extensive diagnostic workflow, some patients remain with undetermined ARF etiology. METHODS This is a post-hoc study of a prospective multicenter cohort performed on 1011 critically ill hematological patients. Relationship between ARF etiology and hospital mortality was assessed using a multivariable regression model adjusting for confounders. RESULTS This study included 604 patients with ARF. All patients underwent noninvasive diagnostic tests, and a bronchoscopy and bronchoalveolar lavage (BAL) was performed in 155 (25.6%). Definite diagnoses were classified into four exclusive etiological categories: pneumonia (44.4%), non-infectious diagnoses (32.6%), opportunistic infection (10.1%) and undetermined (12.9%), with corresponding hospital mortality rates of 40, 35, 55 and 59%, respectively. Overall hospital mortality was 42%. By multivariable analysis, factors associated with hospital mortality were invasive pulmonary aspergillosis (OR 7.57 (95% CI 3.06-21.62); p < 0.005), use of invasive mechanical ventilation (OR 1.65 (95% CI 1.07-2.55); p = 0.02), a SOFA score >7 (OR 3.32 (95% CI 2.15-5.15); p < 0.005) and an undetermined ARF etiology (OR 2.92 (95% CI 1.71-5.07); p < 0.005). CONCLUSIONS In patients with hematological malignancies and ARF, up to 13% remain with undetermined ARF etiology despite comprehensive diagnostic workup. Undetermined ARF etiology is independently associated with hospital mortality. Studies to guide second-line diagnostic strategies are warranted. ClinicalTrials.Gov NCT01172132.
Collapse
Affiliation(s)
| | | | | | - Djamel Mokart
- Réanimation, Institut Paoli Calmettes, Marseille, France.,Medical Intensive Care Unit, Hôpital Saint-Louis, ECSTRA Team, Biostatistics and Clinical Epidemiology, UMR 1153 (Center of Epidemiology And Biostatistics Sorbonne Paris Cité, CRESS), INSERM, Université Paris Diderot Sorbonne, 1, Avenue Claude Vellefaux, 75010, Paris, France
| | - Frédéric Pène
- Réanimation médicale, Hôpital Cochin, APHP, Paris, France
| | - Achille Kouatchet
- Service de Reanimation Médicale et Médecine Hyperbare, CHU Angers, Angers, France
| | - Julien Mayaux
- Service de Pneumologie et Réanimation, Groupe Hospitalier Pitié-Salpêtrière, APHP, Paris, France
| | - François Vincent
- Réanimation polyvalente, Hôpital Avicenne, APHP, Bobigny, France
| | - Martine Nyunga
- Réanimation polyvalente, Hôpital V.Provo, Roubaix, France
| | - Fabrice Bruneel
- Réanimation polyvalente, Hôpital de Versailles, Le Chesnay, France
| | - Antoine Rabbat
- Réanimation médicale, Hôpital Cochin, APHP, Paris, France
| | - Pierre Perez
- Réanimation médicale, Hôpital Brabois, Nancy, France
| | - Anne-Pascale Meert
- Service des Soins Intensifs Medico-Chirurgicaux et Oncologie Thoracique, Institut Jules Bordet, Brussels, Belgium
| | | | | | - Michael Darmon
- Réanimation polyvalente, CHU de Saint-Etienne, Saint-Piest-en-Jarrez, France
| | | | - Anne Renault
- Réanimation et Urgences Médicales, CHU de la Cavale Blanche, Brest, France
| | | | - Elie Azoulay
- Réanimation médicale, Hôpital Saint Louis, APHP, Paris, France. .,Medical Intensive Care Unit, Hôpital Saint-Louis, ECSTRA Team, Biostatistics and Clinical Epidemiology, UMR 1153 (Center of Epidemiology And Biostatistics Sorbonne Paris Cité, CRESS), INSERM, Université Paris Diderot Sorbonne, 1, Avenue Claude Vellefaux, 75010, Paris, France.
| |
Collapse
|
27
|
Chen Y, Wang Z, Luo Z, Zhao N, Yang S, Tang Y. Comparison of Th1/Th2 cytokine profiles between primary and secondary haemophagocytic lymphohistiocytosis. Ital J Pediatr 2016; 42:50. [PMID: 27209435 PMCID: PMC4875745 DOI: 10.1186/s13052-016-0262-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 05/10/2016] [Indexed: 12/26/2022] Open
Abstract
Background Haemophagocytic lymphohistiocytosis (HLH) is a life-threatening disorder of immune regulation, and HLH patients with mutations in genes including PRF1, UNC13D, STX11, STXBP2, SH2D1A, XIAP, and ITK were reported to be primary HLH. Due to the different treatment options, the differentiation between primary and secondary HLH is critical. Our previous studies have showed that a Th1/Th2 cytokine profile is diagnostic for HLH, yet the cytokine profiles between primary and secondary HLH have not been compared. The aim of the study was to test whether the Th1/Th2 cytokine profile could be used as a tool to differentiate between primary and secondary HLH. Methods A total of 45 hospitalized Chinese children with HLH during the period of February 2010 through September 2012 were enrolled in the study. Fifty healthy children were enrolled as controls. Primary HLH related genes were sequenced using genomic DNA samples. The Th1/Th2 cytokine levels including interferon-γ (IFN-γ), tumor necrosis factor-alpha (TNF-α), interleukin (IL)-10, IL-6, IL-4 and IL-2 were quantitatively determined by cytometric bead assay techniques. Results Primary HLH group (n = 4) included one patient with biallelic heterozygous mutations in PRF1 gene, and three patients with hemizygous mutation in SH2D1A gene. Based on the available genetic data, the other 41 patients were classified into the secondary HLH group. When compared the cytokine levels between the two groups, IL-4 level in primary-HLH was significantly lower than that in secondary HLH (P = 0.025), while IFN-γ level in primary HLH had a tendency of statistically lower than that in secondary HLH (P = 0.051). Area under receiver operating characteristic (ROC) curves of IL-4 and IFN-γ, IL-10, TNF-α, IL-2, and IL-6 levels were 0.841, 0.799, 0.506, 0.494, 0.457, and 0.250, respectively. ROC curves showed that 1.7 pg/ml of IL-4 had sensitivity and specificity for differentiation between primary and secondary HLH as 70.7 and 100.0 %, while 433.9 pg/ml of IFN-γ had sensitivity and specificity as 51.2 and 100.0 %, respectively. Conclusions HLH patients with lower IL-4 and IFN-γ levels have higher possibility to be primary HLH. The cytokine profile may be used as an additional tool for the quick differential diagnosis between primary and secondary HLH. Electronic supplementary material The online version of this article (doi:10.1186/s13052-016-0262-7) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Yuanyuan Chen
- Division of Hematology-oncology, Children's Hospital of Zhejiang University School of Medicine, #57 Zhuganxiang Road, Hangzhou, 310003, PR China
| | - Zhujun Wang
- Division of Hematology-oncology, Children's Hospital of Zhejiang University School of Medicine, #57 Zhuganxiang Road, Hangzhou, 310003, PR China
| | - Zebin Luo
- Division of Hematology-oncology, Children's Hospital of Zhejiang University School of Medicine, #57 Zhuganxiang Road, Hangzhou, 310003, PR China
| | - Ning Zhao
- Division of Hematology-oncology, Children's Hospital of Zhejiang University School of Medicine, #57 Zhuganxiang Road, Hangzhou, 310003, PR China
| | - Shilong Yang
- Division of Hematology-oncology, Children's Hospital of Zhejiang University School of Medicine, #57 Zhuganxiang Road, Hangzhou, 310003, PR China
| | - Yongmin Tang
- Division of Hematology-oncology, Children's Hospital of Zhejiang University School of Medicine, #57 Zhuganxiang Road, Hangzhou, 310003, PR China.
| |
Collapse
|
28
|
Shen HP, Tang YM, Song H, Xu WQ, Yang SL, Xu XJ. Efficiency of interleukin 6 and interferon gamma in the differentiation of invasive pulmonary aspergillosis and pneumocystis pneumonia in pediatric oncology patients. Int J Infect Dis 2016; 48:73-7. [PMID: 27208634 DOI: 10.1016/j.ijid.2016.05.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 05/07/2016] [Accepted: 05/12/2016] [Indexed: 10/21/2022] Open
Abstract
OBJECTIVE Invasive pulmonary aspergillosis (IPA) and Pneumocystis pneumonia (PCP) are two types of pulmonary fungal infection that are not easy to differentiate. The purpose of this study was to investigate the role of inflammatory cytokines in the differential diagnosis of IPA and PCP. METHODS A total of 227 pediatric oncology patients diagnosed with acute pneumonia were enrolled. They were divided into three groups: IPA, PCP, and 'others'. The cytokine levels in these groups were compared, including interferon (IFN)-γ, tumor necrosis factor (TNF)-α, interleukin (IL)-10, IL-6, IL-4, and IL-2. RESULTS Of the six cytokines, only IL-6 and IFN-γ levels were elevated in patients with acute pneumonia. IL-6 was comparable between patients with IPA and PCP (52.0 pg/ml vs. 25.8 pg/ml, p=0.092), while IFN-γ was much higher in patients with PCP (19.9 pg/ml vs. 8.9 pg/ml, p=0.001). The accuracy of IL-6 and the ratio of IL-6/IFN-γ in predicting IPA were 69.0% and 72.0%, respectively, while the accuracy of IFN-γ to predict PCP was 67.2%. IL-6 >140 pg/ml and IL-6/IFN-γ >9.0 presented specificities of 90% in predicting IPA, while IFN-γ >40 pg/ml presented specificity of 90% in predicting PCP. CONCLUSIONS IL-6 is predominantly elevated in IPA, while IFN-γ is significantly increased in PCP. These are helpful tools for the differential diagnosis of IPA and PCP.
Collapse
Affiliation(s)
- He-Ping Shen
- Division of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, Hangzhou 310003, PR China
| | - Yong-Min Tang
- Division of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, Hangzhou 310003, PR China.
| | - Hua Song
- Division of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, Hangzhou 310003, PR China
| | - Wei-Qun Xu
- Division of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, Hangzhou 310003, PR China
| | - Shi-Long Yang
- Division of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, Hangzhou 310003, PR China
| | - Xiao-Jun Xu
- Division of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, Hangzhou 310003, PR China.
| |
Collapse
|
29
|
Li R, Wang J, Wang X, Wang M. Pleural effusion adenosine deaminase: a candidate biomarker to discriminate between Gram-negative and Gram-positive bacterial infections of the pleural space. Clinics (Sao Paulo) 2016; 71:271-5. [PMID: 27276396 PMCID: PMC4874262 DOI: 10.6061/clinics/2016(05)05] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2015] [Accepted: 02/19/2016] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVES Delay in the treatment of pleural infection may contribute to its high mortality. In this retrospective study, we aimed to evaluate the diagnostic accuracy of pleural adenosine deaminase in discrimination between Gram-negative and Gram-positive bacterial infections of the pleural space prior to selecting antibiotics. METHODS A total of 76 patients were enrolled and grouped into subgroups according to Gram staining: 1) patients with Gram-negative bacterial infections, aged 53.2±18.6 years old, of whom 44.7% had empyemas and 2) patients with Gram-positive bacterial infections, aged 53.5±21.5 years old, of whom 63.1% had empyemas. The pleural effusion was sampled by thoracocentesis and then sent for adenosine deaminase testing, biochemical testing and microbiological culture. The Mann-Whitney U test was used to examine the differences in adenosine deaminase levels between the groups. Correlations between adenosine deaminase and specified variables were also quantified using Spearman's correlation coefficient. Moreover, receiver operator characteristic analysis was performed to evaluate the diagnostic accuracy of pleural effusion adenosine deaminase. RESULTS Mean pleural adenosine deaminase levels differed significantly between Gram-negative and Gram-positive bacterial infections of the pleural space (191.8±32.1 U/L vs 81.0±16.9 U/L, p<0.01). The area under the receiver operator characteristic curve was 0.689 (95% confidence interval: 0.570, 0.792, p<0.01) at the cutoff value of 86 U/L. Additionally, pleural adenosine deaminase had a sensitivity of 63.2% (46.0-78.2%); a specificity of 73.7% (56.9-86.6%); positive and negative likelihood ratios of 2.18 and 0.50, respectively; and positive and negative predictive values of 70.6% and 66.7%, respectively. CONCLUSIONS Pleural effusion adenosine deaminase is a helpful alternative biomarker for early and quick discrimination of Gram-negative from Gram-positive bacterial infections of the pleural space, which is useful for the selection of antibiotics.
Collapse
Affiliation(s)
- Ruolin Li
- First Affiliated Hospital of Guangxi Medical University, Department of Medicine Research, Nanning, Guangxi, China
| | - Junli Wang
- Affiliated Hospital of Youjiang Medical College for Nationalities, Center of Clinical Laboratory, Baise, Guangxi, China
| | - Xinfeng Wang
- Shandong Provincial Chest Hospital, Department of Lab Medicine, Jinan, China
- E-mail: /
| | - Maoshui Wang
- Shandong Provincial Chest Hospital, Department of Lab Medicine, Jinan, China
| |
Collapse
|
30
|
Li W, Liu YJ, Zhao XL, Shang SQ, Wu L, Ye Q, Xu H. Th1/Th2 Cytokine Profile and Its Diagnostic Value in Mycoplasma pneumoniae Pneumonia. IRANIAN JOURNAL OF PEDIATRICS 2016; 26:e3807. [PMID: 26848377 PMCID: PMC4733293 DOI: 10.5812/ijp.3807] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2015] [Revised: 10/03/2015] [Accepted: 10/16/2015] [Indexed: 11/28/2022]
Abstract
BACKGROUND The levels of Th1/Th2 cytokine can alter in pathogenic infection in children with pneumonia. OBJECTIVES To evaluate Th1/Th2 cytokine profile and its diagnostic value in M. pneumoniae pneumonia in children. PATIENTS AND METHODS Children with M. pneumoniae mono-infection and 30 healthy children were tested with cytokines assay. We used real time PCR to detect M. pneumoniae in children with pneumonia. RESULTS M. pneumoniae test was positive in 2188 (16.62%) out of 13161 pneumonia children. Children aged 5 - 9 years had the highest rate and summer was a season with high rate of M. pneumoniae incidence in Zhejiang province. During the course of study, in 526 pneumonia children with M. pneumoniae mono-infection and 30 healthy children cytokines assay was performed. IL-2 level of M. pneumoniae pneumonia children was lower than that of healthy children (median levels, pg/mL: IL-2: 3.2 vs. 5.7, P = 0.00), while IL-4, IL-10 and IFN-γ were higher than in healthy children (median levels, pg/mL: IL-4: 3.2 vs. 1.5, P = 0.00; IL-10: 5.6 vs. 2.5, P = 0.001; IFN-γ: 20.4 vs. 4.8, P = 0.001). CONCLUSIONS IL-2 decreases and IL-4, IL-10 and IFN-γ increase in children with M. pneumoniae pneumonia, which has a promising prospect in diagnosis of this disease in clinical practice.
Collapse
Affiliation(s)
- Wei Li
- Department of Clinical Laboratory, Children’s Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China
| | - Yu-jie Liu
- Department of Clinical Laboratory, Children’s Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China
| | - Xiao-le Zhao
- Department of Clinical Laboratory, Children’s Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China
| | - Shi-qiang Shang
- Department of Clinical Laboratory, Children’s Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China
| | - Lang Wu
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, Minnesota, USA
| | - Qing Ye
- Department of Clinical Laboratory, Children’s Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China
| | - Hui Xu
- Department of Clinical Laboratory, Children’s Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China
| |
Collapse
|
31
|
Hahn WO, Mikacenic C, Price BL, Harju-Baker S, Katz R, Himmelfarb J, Wurfel MM, Liles WC. Host derived biomarkers of inflammation, apoptosis, and endothelial activation are associated with clinical outcomes in patients with bacteremia and sepsis regardless of microbial etiology. Virulence 2016; 7:387-94. [PMID: 26818467 DOI: 10.1080/21505594.2016.1144003] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Affiliation(s)
- William O Hahn
- a Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington , Seattle , WA , USA
| | - Carmen Mikacenic
- b Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington , Seattle , WA , USA
| | - Brenda L Price
- c Department of Biostatistics , University of Washington , Seattle , WA , USA
| | - Susanna Harju-Baker
- b Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington , Seattle , WA , USA
| | - Ronit Katz
- d Kidney Research Institute, University of Washington , Seattle , WA , USA
| | | | - Mark M Wurfel
- b Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington , Seattle , WA , USA
| | - W Conrad Liles
- a Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington , Seattle , WA , USA
| |
Collapse
|
32
|
Neither Single nor a Combination of Routine Laboratory Parameters can Discriminate between Gram-positive and Gram-negative Bacteremia. Sci Rep 2015; 5:16008. [PMID: 26522966 PMCID: PMC4629184 DOI: 10.1038/srep16008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Accepted: 10/05/2015] [Indexed: 12/18/2022] Open
Abstract
Adequate early empiric antibiotic therapy is pivotal for the outcome of patients with bloodstream infections. In clinical practice the use of surrogate laboratory parameters is frequently proposed to predict underlying bacterial pathogens; however there is no clear evidence for this assumption. In this study, we investigated the discriminatory capacity of predictive models consisting of routinely available laboratory parameters to predict the presence of Gram-positive or Gram-negative bacteremia. Major machine learning algorithms were screened for their capacity to maximize the area under the receiver operating characteristic curve (ROC-AUC) for discriminating between Gram-positive and Gram-negative cases. Data from 23,765 patients with clinically suspected bacteremia were screened and 1,180 bacteremic patients were included in the study. A relative predominance of Gram-negative bacteremia (54.0%), which was more pronounced in females (59.1%), was observed. The final model achieved 0.675 ROC-AUC resulting in 44.57% sensitivity and 79.75% specificity. Various parameters presented a significant difference between both genders. In gender-specific models, the discriminatory potency was slightly improved. The results of this study do not support the use of surrogate laboratory parameters for predicting classes of causative pathogens. In this patient cohort, gender-specific differences in various laboratory parameters were observed, indicating differences in the host response between genders.
Collapse
|
33
|
Cytokine profile in severe Gram-positive and Gram-negative abdominal sepsis. Sci Rep 2015; 5:11355. [PMID: 26079127 PMCID: PMC4468818 DOI: 10.1038/srep11355] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Accepted: 05/18/2015] [Indexed: 12/12/2022] Open
Abstract
Sepsis is a principal cause of death in critical care units worldwide and consumes considerable healthcare resources. The aim of our study was to determine whether the early cytokine profile can discriminate between Gram-positive and Gram-negative bacteraemia (GPB and GNB, respectively) and to assess the prognostic value regarding outcome in critically ill patients with severe abdominal sepsis. The outcome measure was hospital mortality. Blood samples were obtained from 165 adult patients with confirmed severe abdominal sepsis. Levels of the proinflammatory mediators TNF-α, IL-8, IL-12 and IFN-γ and the anti-inflammatory mediators IL-1ra, IL-4, IL-10 and TGF-β1 were determined and correlated with the nature of the bacteria isolated from the blood culture and outcome. The cytokine profile in our study indicated that the TNF-α levels were 2-fold, IL-8 were 3.3-fold, IFN-γ were 13-fold, IL-1ra were 1.05-fold, IL-4 were 1.4-fold and IL-10 were 1.83-fold higher in the GNB group compared with the GPB group. The TNF-α levels were 4.7-fold, IL-8 were 4.6-fold, IL-1ra were 1.5-fold and IL-10 were 3.3-fold higher in the non-survivors compared with the survivors.
Collapse
|
34
|
Xu XJ, Tang YM, Song H, Yang SL, Xu WQ, Shi SW. Corticosteroid administration is associated with improved outcome of patients presenting high inflammatory cytokine levels during septic shock. Pediatr Blood Cancer 2014; 61:2243-8. [PMID: 25174717 DOI: 10.1002/pbc.25132] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Accepted: 05/12/2014] [Indexed: 11/08/2022]
Abstract
BACKGROUND This study aimed to investigate the corticosteroid effects on pediatric hematology/oncology patients with septic shock. PROCEDURE We performed a retrospective study by examining data from a prospective observational study in pediatric hematology/oncology patients with septic shock. We compared the clinical features and the outcomes of the patients treated with and without corticosteroid. RESULTS One hundred episodes of septic shock were recorded in this study. The 28-day mortality of this cohort was 14.0%. Sixty-eight episodes of shock were treated with corticosteroids while 32 were not. The demographic features and disease severity were comparable between patients with and without corticosteroid treatment. Corticosteroid therapy was associated with improved shock reversal rate (92.6% vs. 78.1%, P = 0.049) and decreased 28-day mortality rate (8.8 ± 3.4% vs. 25.0 ± 7.7%, P = 0.032) in univariate analysis. For patients who received vasopressor support, corticosteroid therapy was associated with shortened duration of vasopressor infusion in univariate analysis as well (median: 44 hour vs. 92 hour, P = 0.035). In multivariate analysis, corticosteroid therapy did not show significant impact on the outcome for the whole cohort (HR = 0.36, P = 0.079), but it decreased the 28-day mortality of patients presenting high inflammatory cytokine levels (HR = 0.29, 95% CI, 0.09-0.95, P = 0.040). Corticosteroid administration did not increase the superinfection rate (24.2% vs. 8.3%, P = 0.134) and did not result in superinfection-related death in this cohort. CONCLUSIONS Corticosteroid administration is associated with improved outcome in pediatric hematology/oncology patients presenting high inflammatory cytokine levels during septic shock. Pediatr Blood Cancer 2014;61:2243-2248. © 2014 Wiley Periodicals, Inc.
Collapse
Affiliation(s)
- Xiao-Jun Xu
- Division of Hematology/Oncology, Children's Hospital of Zhejiang University School of Medicine, Hangzhou, PR China; Key Laboratory of Reproductive Genetics (Zhejiang University), Ministry of Education, Hangzhou, PR China
| | | | | | | | | | | |
Collapse
|
35
|
Zafrani L, Azoulay E. How to treat severe infections in critically ill neutropenic patients? BMC Infect Dis 2014; 14:512. [PMID: 25431154 PMCID: PMC4289060 DOI: 10.1186/1471-2334-14-512] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 09/09/2014] [Indexed: 12/30/2022] Open
Abstract
Severe infections in neutropenic patient often progress rapidly leading to life-threatening organ dysfunction requiring admission to the Intensive Care Unit. Management strategies include early adequate appropriate empirical antimicrobial, early admission to ICU to avoid any delay in the diagnostic and therapeutic management of organ dysfunction. This review discusses the main clinical situations encountered in critically ill neutropenic patients. Specific diagnostic and therapeutic approaches have been proposed for acute respiratory failure, shock, neutropenic enterocolitis, catheter-related infections, cellulitis and primary bacteriemia. Non anti-infectious agents and recent advances will also be discussed. At present, most of large-scale studies and recommendations in neutropenic patients stem from hematological patients and will need further validation in ICU patients.
Collapse
Affiliation(s)
| | - Elie Azoulay
- AP-HP, Hôpital Saint-Louis, Medical ICU, Groupe de Recherche Respiratoire en Réanimation Onco-Hématologique (Grrr-OH), Paris, France.
| |
Collapse
|
36
|
De-escalation of antimicrobial treatment in neutropenic patients with severe sepsis: results from an observational study. Intensive Care Med 2014; 40:41-9. [PMID: 24231857 DOI: 10.1007/s00134-013-3148-9] [Citation(s) in RCA: 92] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2013] [Accepted: 10/26/2013] [Indexed: 12/25/2022]
Abstract
BACKGROUND In severe sepsis, guidelines recommend de-escalating the empirical antimicrobial treatment as soon as the microbiological results are available. We aimed to determine the rate of de-escalation of the empirical antimicrobial treatment in neutropenic patients with severe sepsis. The characteristics of antimicrobial treatment associated with de-escalation and its impact on short- and long-term survival were also determined. METHODS In the intensive care unit (ICU) of a cancer referral center, we prospectively collected observational data related to the antimicrobial management in neutropenic patients who developed severe sepsis and were admitted to ICU for at least 48 h. De-escalation of antimicrobial therapy consisted either of deleting one of the empirical antibiotics of a combined treatment, or, whenever possible, to use a betalactam antibiotic with a narrower spectrum of activity. Multivariate logistic regression was conducted to determine the factors associated with de-escalation, while a Cox proportional hazards model with a time-dependent covariate was fitted to assess the effect of de-escalation on 30-day survival. Finally 1-year survival after ICU discharge was compared across de-escalation groups. RESULTS Cumulative incidence of de-escalation of the empirical antimicrobial treatment among the 101 patients of the cohort was 44%, [95% confidence interval (CI) 38-53%], including 30 (68%) patients with ongoing neutropenia. A microbiological documentation was available in 63 (63%) patients. Factors associated with de-escalation were the adequation of the empirical antimicrobial treatment in ICU [OR = 10.8 (95% CI 1.20-96)] for adequate documented treatment versus appropriate empirical treatment, the compliance with guidelines regarding the empirical choice of the anti-pseudomonal betalactam [OR = 10.8 (95% CI 1.3-89.5)]. De-escalation did not significantly modify the hazard of death within the first 30 days [HR = 0.51 (95% CI 0.20-1.33)], nor within 1 year after ICU discharge [HR = 1.06 (95% CI 0.54-2.08)]. CONCLUSION Our data suggest that, in ICU, de-escalation of the empirical antimicrobial treatment is frequently applied in neutropenic cancer patients with severe sepsis. No evidence of any prognostic impact of this de-escalation was found.
Collapse
|
37
|
The clinical application value of cytokines in treating infectious diseases. PLoS One 2014; 9:e98745. [PMID: 24887408 PMCID: PMC4041886 DOI: 10.1371/journal.pone.0098745] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2014] [Accepted: 05/07/2014] [Indexed: 12/20/2022] Open
Abstract
We performed a prospective study to evaluate the abilities of inflammatory cytokines to rule out the potential risk of sepsis and intracranial infection and to estimate the function of inflammatory cytokines in discriminating Gram-negative bacteria from Gram-positive ones through ROC analysis. During the course of the study, Levels of serum inflammatory cytokines were measured by flow cytometry at the onset of diseases of patients who suffered from sepsis or intracranial infection. A total of 299 cases of sepsis and 43 cases of intracranial infection were observed during the study. It is noticed that there is no difference of inflammatory cytokine levels between sepsis group and intracranial infection group. The area under ROC curve (AUC) of cytokines, such as IL-2, IL-6 and IL-10 were 0.901, 0.86, 0.888, respectively, which was employed to rule out the diseases of sepsis and intracranial infection. Through comparisons with the patients who were infected by Gram-positive bacteria or Gram-negative ones, it is estimated that IL-6 and IL-10 sharply elevated in patients with Gram-negative bacteria infection (median levels, pg/mL: IL-6: 116.6 vs. 25.4, P = 0.000; IL-10: 13.7 vs. 6.3, P = 0.000). Additionally, IL-2 significantly decreased when patients suffered from Gram-negative bacteria infection (median levels, pg/mL: IL-2: 2.2 vs. 2.7, P = 0.031). The AUCs for detecting cytokines, including IL-2, IL-10 and LOGREGR.Pred_IL-2+IL-10 were 0.581 (95% CI, 0.526 to 0.634), 0.661 (95% CI, 0.608 to 0.712) and 0.735 (95% CI, 0.685 to 0.782), respectively, which was used to evaluate the function of inflammatory cytokines in discriminating Gram-negative bacteria from Gram-positive ones infection. This paper indicates that IL-2, IL-6 and IL-10 are effective biomarkers to rule out sepsis and intracranial infection. Additionally, the combination of IL-2 and IL-10 is an effective biomarkers to diagnose whether patients afflicted by Gram-negative bacteria.
Collapse
|
38
|
Timsit JF, Citerio G, Bakker J, Bassetti M, Benoit D, Cecconi M, Curtis JR, Hernandez G, Herridge M, Jaber S, Joannidis M, Papazian L, Peters M, Singer P, Smith M, Soares M, Torres A, Vieillard-Baron A, Azoulay E. Year in review in Intensive Care Medicine 2013: III. Sepsis, infections, respiratory diseases, pediatrics. Intensive Care Med 2014; 40:471-83. [PMID: 24519574 PMCID: PMC7095429 DOI: 10.1007/s00134-014-3235-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Accepted: 01/29/2014] [Indexed: 01/03/2023]
Affiliation(s)
- Jean-Francois Timsit
- Medical and Infectious Diseases ICU, Bichat Hospital, Paris Diderot University, Paris, France,
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
39
|
Cytokine release syndrome in cancer immunotherapy with chimeric antigen receptor engineered T cells. Cancer Lett 2013; 343:172-8. [PMID: 24141191 DOI: 10.1016/j.canlet.2013.10.004] [Citation(s) in RCA: 101] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Revised: 09/30/2013] [Accepted: 10/09/2013] [Indexed: 01/25/2023]
Abstract
Adoptive transfer of chimeric antigen receptor (CAR)-engineered T cells is a promising therapy for cancers. However, the safety of this approach is concerned. Cytokine release syndrome (CRS) is a common but lethal complication of CAR-T cell therapy. The development of CRS correlates with CAR structures, tumor type and burden, and patients' genetic polymorphisms. CRS related adverse events may be reduced by designing safer CARs and CAR-T cells and following strict dose-escalation scheme. Timely and effective cytokine-directed treatment with corticosteroid and various cytokine antagonists is important to avoid CRS associated death.
Collapse
|
40
|
Prognostic markers for pediatric septic shock: which ones, when, and how? Intensive Care Med 2013; 39:1851-3. [DOI: 10.1007/s00134-013-3027-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2013] [Accepted: 07/11/2013] [Indexed: 10/26/2022]
|
41
|
Xu XJ, Tang YM, Song H, Yang SL, Xu WQ, Shi SW, Zhao N, Liao C. A multiplex cytokine score for the prediction of disease severity in pediatric hematology/oncology patients with septic shock. Cytokine 2013; 64:590-6. [PMID: 24051223 DOI: 10.1016/j.cyto.2013.08.012] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2013] [Revised: 08/02/2013] [Accepted: 08/27/2013] [Indexed: 11/19/2022]
Abstract
Although many inflammatory cytokines are prognostic in sepsis, the utility of cytokines in evaluating disease severity in pediatric hematology/oncology patients with septic shock was rarely studied. On the other hand, a single particular cytokine is far from ideal in guiding therapeutic intervention, but combination of multiple biomarkers improves the accuracy. In this prospective observational study, 111 episodes of septic shock in pediatric hematology/oncology patients were enrolled from 2006 through 2012. Blood samples were taken for inflammatory cytokine measurement by cytometric bead array (CBA) technology at the initial onset of septic shock. Interleukin (IL)-6 and IL-10 were significantly elevated in majority of patients, while tumor necrosis factor (TNF)-α and interferon (IFN)-γ were markedly increased in patients with high pediatric index of mortality 2 (PIM2) score and non-survivors. All the four cytokines paralleled the PIM2 score and differentially correlated with hemodynamic disorder and fatal outcomes. The pediatric multiplex cytokine score (PMCS), which integrated the four cytokines into one score system, was related to hemodynamic disorder and mortality as well, but showed more powerful prediction ability than each of the four cytokines. PMCS was an independent predictive factor for fatal outcome, presenting similar discriminative power with PIM2, with accuracy of 0.83 (95% CI, 0.71-0.94). In conclusion, this study develops a cytokine scoring system based on CBA technique, which performs well in disease severity and fatality prediction in pediatric hematology/oncology patients with septic shock.
Collapse
Affiliation(s)
- Xiao-Jun Xu
- Division of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, Hangzhou 310003, PR China; Key Laboratory of Reproductive Genetics (Zhejiang University), Ministry of Education, Hangzhou 310003, PR China
| | | | | | | | | | | | | | | |
Collapse
|