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Liu W, Yu X, Chen J, Chen W, Wu Q. Explainable machine learning for early prediction of sepsis in traumatic brain injury: A discovery and validation study. PLoS One 2024; 19:e0313132. [PMID: 39527609 PMCID: PMC11554138 DOI: 10.1371/journal.pone.0313132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 10/19/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND People with traumatic brain injury (TBI) are at high risk for infection and sepsis. The aim of the study was to develop and validate an explainable machine learning(ML) model based on clinical features for early prediction of the risk of sepsis in TBI patients. METHODS We enrolled all patients with TBI in the Medical Information Mart for Intensive Care IV database from 2008 to 2019. All patients were randomly divided into a training set (70%) and a test set (30%). The univariate and multivariate regression analyses were used for feature selection. Six ML methods were applied to develop the model. The predictive performance of different models were determined based on the area under the curve (AUC) and calibration curves in the test cohort. In addition, we selected the eICU Collaborative Research Database version 1.2 as the external validation dataset. Finally, we used the Shapley additive interpretation to account for the effects of features attributed to the model. RESULTS Of the 1555 patients enrolled in the final cohort, 834 (53.6%) patients developed sepsis after TBI. Six variables were associated with concomitant sepsis and were used to develop ML models. Of the 6 models constructed, the Extreme Gradient Boosting (XGB) model achieved the best performance with an AUC of 0.807 and an accuracy of 74.5% in the internal validation cohort, and an AUC of 0.762 for the external validation. Feature importance analysis revealed that use mechanical ventilation, SAPSII score, use intravenous pressors, blood transfusion on admission, history of diabetes, and presence of post-stroke sequelae were the top six most influential features of the XGB model. CONCLUSION As shown in the study, the ML model could be used to predict the occurrence of sepsis in patients with TBI in the intensive care unit.
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Affiliation(s)
- Wenchi Liu
- Department of Trauma Center/Emergency Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Trauma Center/Emergency Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Xing Yu
- Department of Geriatrics, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Geriatrics, National Regional Medical Center, Binhai Campus of The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Jinhong Chen
- Department of Trauma Center/Emergency Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Trauma Center/Emergency Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Weizhi Chen
- Department of Trauma Center/Emergency Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Trauma Center/Emergency Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Qiaoyi Wu
- Department of Trauma Center/Emergency Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Trauma Center/Emergency Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
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Elsheikh M, Kuriyama A, Goto Y, Takahashi Y, Toyama M, Nishikawa Y, El Heniedy MA, Abdelraouf YM, Okada H, Nakayama T. Incidence and predictors of ventilator-associated pneumonia using a competing risk analysis: a single-center prospective cohort study in Egypt. BMC Infect Dis 2024; 24:1007. [PMID: 39300386 PMCID: PMC11414232 DOI: 10.1186/s12879-024-09909-6] [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: 02/06/2024] [Accepted: 09/09/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is a challenging nosocomial problem in low- and middle-income countries (LMICs) that face barriers to healthcare delivery and resource availability. This study aimed to examine the incidence and predictors of VAP in Egypt as an example of an LMIC while considering death as a competing event. METHODS The study included patients aged ≥ 18 years who underwent mechanical ventilation (MV) in an intensive care unit (ICU) at a tertiary care, university hospital in Egypt between May 2020 and January 2023. We excluded patients who died or were transferred from the ICU within 48 h of admission. We determined the VAP incidence based on clinical suspicion, radiological findings, and positive lower respiratory tract microbiological cultures. The multivariate Fine-Gray subdistribution hazard model was used to examine the predictors of VAP while considering death as a competing event. RESULTS Overall, 315 patients were included in this analysis. Sixty-two patients (19.7%) developed VAP (17.1 per 1000 ventilator days). The Fine-Gray subdistribution hazard model, after adjustment for potential confounders, revealed that emergency surgery (subdistribution hazard ratio [SHR]: 2.11, 95% confidence interval [CI]: 1.25-3.56), reintubation (SHR: 3.74, 95% CI: 2.23-6.28), blood transfusion (SHR: 2.23, 95% CI: 1.32-3.75), and increased duration of MV (SHR: 1.04, 95% CI: 1.03-1.06) were independent risk factors for VAP development. However, the new use of corticosteroids was not associated with VAP development (SHR: 0.94, 95% CI: 0.56-1.57). Klebsiella pneumoniae was the most common causative microorganism, followed by Pseudomonas aeruginosa. CONCLUSION The incidence of VAP in Egypt was high, even in the ICU at a university hospital. Emergency surgery, reintubation, blood transfusion, and increased duration of MV were independently associated with VAP. Robust antimicrobial stewardship and infection control strategies are urgently needed in Egypt.
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Affiliation(s)
- Mohamed Elsheikh
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Emergency Medicine and Traumatology, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Akira Kuriyama
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan.
| | - Yoshihito Goto
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Clinical Research Center, National Hospital Organization Kyoto Medical Center, Kyoto, Japan
| | - Yoshimitsu Takahashi
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Mayumi Toyama
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Yoshitaka Nishikawa
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | | | | | - Hiroshi Okada
- Department of Pharmaceutical Sciences, Wakayama Medical University, Wakayama, Japan
| | - Takeo Nakayama
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
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Teng L, Zhao L, Shao H, Dai J, Zou H. Negative Impact of Intra-Operative Blood Transfusion on Survival Outcomes of Hepatocellular Carcinoma Patients. Cancer Manag Res 2024; 16:385-393. [PMID: 38685982 PMCID: PMC11057630 DOI: 10.2147/cmar.s448629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 04/11/2024] [Indexed: 05/02/2024] Open
Abstract
Background Studies have reported that blood transfusion may have an association with survival outcomes of cancer patients. This study was aimed at finding the effect of intra-operative blood transfusion on the prognosis of patients of hepatocellular carcinoma (HCC). Methods This was a retrospective study. HCC patients who underwent tumor resection from January 2013 to November 2018 at Harbin Medical University Cancer Hospital were included. The survival time of patients receiving or not receiving blood transfusion during the operation were compared. Results Of HCC patients, 21.1% (102/484) received intra-operative blood transfusion. After propensity score matching, 87 pairs of patients were included in the study. In the subset of patients with a tumor size of >4 cm, univariable analysis found that there were significant differences in recurrence-free survival (RFS; P=0.004) and overall survival (OS; P=0.028) between blood transfusion and non-blood transfusion groups. After multivariable Cox regression analysis, intra-operative blood transfusion was an independent risk factor for RFS (HR: 2.011, 95% CI: 1.146-3.529, P=0.015), but not for OS (HR: 1.862, 95% CI: 0.933-3.715, P=0.078) in the subset of patients with a tumor size of >4 cm. Conclusion Intra-operative blood transfusion was associated with worse RFS in HCC patients with a tumor size of >4 cm.
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Affiliation(s)
- Lei Teng
- Department of Pain Medicine, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Liuyuan Zhao
- Department of Pain Medicine, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Hongxue Shao
- Department of Pain Medicine, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Junzhu Dai
- Department of Pain Medicine, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Huichao Zou
- Department of Pain Medicine, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
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Suh SW, Lee SE, Choi YS. Influence of Intraoperative Blood Loss on Tumor Recurrence after Surgical Resection in Hepatocellular Carcinoma. J Pers Med 2023; 13:1115. [PMID: 37511728 PMCID: PMC10381288 DOI: 10.3390/jpm13071115] [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: 05/17/2023] [Revised: 07/03/2023] [Accepted: 07/08/2023] [Indexed: 07/30/2023] Open
Abstract
The high incidence of hepatocellular carcinoma (HCC) recurrence after surgical resection worsens the long-term prognosis. Besides tumor-related factors, operative factors such as perioperative blood transfusion have been reported to be related to HCC recurrence. However, excessive intraoperative blood loss (IBL) always necessitates blood transfusion, where IBL and blood transfusion may influence oncologic outcomes. We enrolled 142 patients with newly diagnosed single HCC who underwent hepatic resection between March 2010 and July 2021. Patients were stratified into two groups by IBL volume: Group A (IBL ≥ 700 mL, n = 47) and Group B (IBL < 700 mL, n = 95). The clinic-pathologic findings, operative outcomes, and cumulative probability of tumor recurrence and overall survival were compared between the two groups. In the study, increased IBL (1351 ± 698 vs. 354 ± 166, p < 0.001) and blood transfusion (63.8% vs. 6.3%, p < 0.001) were common in Group A, with a greater HCC recurrence (p = 0.001) and poor overall survival (p = 0.017) compared to those in Group B. Preoperative albumin (hazard ratio [HR], 0.471; 95% confidence interval [CI], 0.244-0.907, p = 0.024), microvascular invasion (HR, 2.616; 95% CI, 1.298-5.273; p = 0.007), and IBL ≥ 700 mL (HR, 2.325; 95% CI, 1.202-4.497; p = 0.012) were significant risk factors for tumor recurrence after surgical resection for HCC. In conclusion, efforts to minimize IBL during hepatic resection are important for improving long-term prognosis in HCC patients.
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Affiliation(s)
- Suk-Won Suh
- Department of Surgery, College of Medicine, Chung-Ang University, Seoul 156-755, Republic of Korea
| | - Seung Eun Lee
- Department of Surgery, College of Medicine, Chung-Ang University, Seoul 156-755, Republic of Korea
| | - Yoo Shin Choi
- Department of Surgery, College of Medicine, Chung-Ang University, Seoul 156-755, Republic of Korea
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Leung CH, Rizoli SB, Trypcic S, Rhind SG, Battista AP, Ailenberg M, Rotstein OD. Effect of remote ischemic conditioning on the immune-inflammatory profile in patients with traumatic hemorrhagic shock in a randomized controlled trial. Sci Rep 2023; 13:7025. [PMID: 37120600 PMCID: PMC10148877 DOI: 10.1038/s41598-023-33681-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 04/17/2023] [Indexed: 05/01/2023] Open
Abstract
Resuscitation induced ischemia/reperfusion predisposes trauma patients to systemic inflammation and organ dysfunction. We investigated the effect of remote ischemic conditioning (RIC), a treatment shown to prevent ischemia/reperfusion injury in experimental models of hemorrhagic shock/resuscitation, on the systemic immune-inflammatory profile in trauma patients in a randomized trial. We conducted a prospective, single-centre, double-blind, randomized, controlled trial involving trauma patients sustaining blunt or penetrating trauma in hemorrhagic shock admitted to a Level 1 trauma centre. Patients were randomized to receive RIC (four cycles of 5-min pressure cuff inflation at 250 mmHg and deflation on the thigh) or a Sham intervention. The primary outcomes were neutrophil oxidative burst activity, cellular adhesion molecule expression, and plasma levels of myeloperoxidase, cytokines and chemokines in peripheral blood samples, drawn at admission (pre-intervention), 1 h, 3 h, and 24 h post-admission. Secondary outcomes included ventilator, ICU and hospital free days, incidence of nosocomial infections, 24 h and 28 day mortality. 50 eligible patients were randomized; of which 21 in the Sham group and 18 in the RIC group were included in the full analysis. No treatment effect was observed between Sham and RIC groups for neutrophil oxidative burst activity, adhesion molecule expression, and plasma levels of myeloperoxidase and cytokines. RIC prevented significant increases in Th2 chemokines TARC/CCL17 (P < 0.01) and MDC/CCL22 (P < 0.05) at 24 h post-intervention in comparison to the Sham group. Secondary clinical outcomes were not different between groups. No adverse events in relation to the RIC intervention were observed. Administration of RIC was safe and did not adversely affect clinical outcomes. While trauma itself modified several immunoregulatory markers, RIC failed to alter expression of the majority of markers. However, RIC may influence Th2 chemokine expression in the post resuscitation period. Further investigation into the immunomodulatory effects of RIC in traumatic injuries and their impact on clinical outcomes is warranted.ClinicalTrials.gov number: NCT02071290.
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Affiliation(s)
- C H Leung
- The Keenan Research Centre for Biomedical Science and the Department of Surgery, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Li Ka Shing Knowledge Institute 3-305, Toronto, ON, M5B 1W8, Canada
| | - S B Rizoli
- The Keenan Research Centre for Biomedical Science and the Department of Surgery, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Li Ka Shing Knowledge Institute 3-305, Toronto, ON, M5B 1W8, Canada
- Department of Surgery, University of Toronto, Toronto, Canada
| | - S Trypcic
- The Keenan Research Centre for Biomedical Science and the Department of Surgery, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Li Ka Shing Knowledge Institute 3-305, Toronto, ON, M5B 1W8, Canada
| | - S G Rhind
- The Defence Research and Development Canada, Toronto Research Centre, Toronto, Canada
| | - A P Battista
- The Defence Research and Development Canada, Toronto Research Centre, Toronto, Canada
| | - M Ailenberg
- The Keenan Research Centre for Biomedical Science and the Department of Surgery, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Li Ka Shing Knowledge Institute 3-305, Toronto, ON, M5B 1W8, Canada.
| | - O D Rotstein
- The Keenan Research Centre for Biomedical Science and the Department of Surgery, St. Michael's Hospital, Unity Health Toronto, 30 Bond Street, Li Ka Shing Knowledge Institute 3-305, Toronto, ON, M5B 1W8, Canada.
- Department of Surgery, University of Toronto, Toronto, Canada.
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Wang S, Zhao X, Wang Q, Wu Y, Xu J, Li R, Zhou T, Lv Z, Yang J, Yang L, Zou X. Impact of early enteral nutrition on ventilator associated pneumonia in intubated severe trauma patients: A propensity score-matched study. Front Nutr 2023; 10:1172526. [PMID: 37125037 PMCID: PMC10130510 DOI: 10.3389/fnut.2023.1172526] [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: 02/23/2023] [Accepted: 03/28/2023] [Indexed: 05/02/2023] Open
Abstract
Background Early enteral nutrition (EN) is recommended for critically ill patients. However, the impact of early EN on intubated severe trauma patients remains unclear. Methods Severely traumatized adult patients who received invasive mechanical ventilation (MV) for more than 48 h during intensive care unit (ICU) stay at our institution between 2017 and 2022 were retrospectively included. Early EN was defined as EN initiation ≤48 h from ICU admission and late EN >48 h. Propensity score matching (PSM) analysis was used to compare outcomes between the groups. The primary endpoint was the incidence of ventilator-associated pneumonia (VAP). Multivariable logistic regression analysis was performed to identify independent predictors of delayed EN. Results For final analysis, 337 intubated severe trauma patients were available, including 204 (60.5%) in the early EN group and 133 (39.5%) in the late EN group. After PSM, early EN patients had a lower incidence of VAP (12.9 vs. 25.8%, p = 0.026) and a shorter length of hospital stay (21 vs. 24 days, p = 0.015) compared to late EN patients. There was no demonstrable difference in mortality between the two groups. Abdominal trauma, massive blood transfusion, and serum albumin were identified as independent risk factors for delayed EN. Conclusion Early EN decreased the VAP rate and reduced the length of hospital stay in invasively ventilated patients with severe trauma. Abdominal injury, massive blood transfusion and low albumin were associated with delayed EN.
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Affiliation(s)
- Su Wang
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xin Zhao
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qian Wang
- Department of Intensive Care Unit, Wuhan Third Hospital (Tongren Hospital of Wuhan University), Wuhan, China
| | - Yongran Wu
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiaxin Xu
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ruiting Li
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ting Zhou
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zheng Lv
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jihong Yang
- Department of Critical Care Medicine, People’s Hospital of Chongyang County, Xianning, China
| | - Le Yang
- Department of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Le Yang,
| | - Xiaojing Zou
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Xiaojing Zou,
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He Y, Xu J, Shang X, Fang X, Gao C, Sun D, Yao L, Zhou T, Pan S, Zou X, Shu H, Yang X, Shang Y. Clinical characteristics and risk factors associated with ICU-acquired infections in sepsis: A retrospective cohort study. Front Cell Infect Microbiol 2022; 12:962470. [PMID: 35967847 PMCID: PMC9366915 DOI: 10.3389/fcimb.2022.962470] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 06/27/2022] [Indexed: 11/13/2022] Open
Abstract
Intensive care unit (ICU)-acquired infection is a common cause of poor prognosis of sepsis in the ICU. However, sepsis-associated ICU-acquired infections have not been fully characterized. The study aims to assess the risk factors and develop a model that predicts the risk of ICU-acquired infections in patients with sepsis.
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Affiliation(s)
- Yajun He
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiqian Xu
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaopu Shang
- Department of Information Management, Beijing Jiaotong University, Beijing, China
| | - Xiangzhi Fang
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chenggang Gao
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Deyi Sun
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lu Yao
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ting Zhou
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shangwen Pan
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaojing Zou
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Huaqing Shu
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaobo Yang
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - You Shang
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: You Shang,
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Packed red blood cells inhibit T-cell activation via ROS-dependent signaling pathways. J Biol Chem 2021; 296:100487. [PMID: 33676898 PMCID: PMC8042437 DOI: 10.1016/j.jbc.2021.100487] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 02/10/2021] [Accepted: 02/25/2021] [Indexed: 01/30/2023] Open
Abstract
Numerous observations indicate that red blood cells (RBCs) affect T-cell activation and proliferation. We have studied effects of packed RBCs (PRBCs) on T-cell receptor (TCR) signaling and the molecular mechanisms whereby (P)RBCs modulate T-cell activation. In line with previous reports, PRBCs attenuated the expression of T-cell activation markers CD25 and CD69 upon costimulation via CD3/CD28. In addition, T-cell proliferation and cytokine expression were markedly reduced when T-cells were stimulated in the presence of PRBCs. Inhibitory activity of PRBCs required direct cell–cell contact and intact PRBCs. The production of activation-induced cellular reactive oxygen species, which act as second messengers in T-cells, was completely abrogated to levels of unstimulated T-cells in the presence of PRBCs. Phosphorylation of the TCR-related zeta chain and thus proximal TCR signal transduction was unaffected by PRBCs, ruling out mechanisms based on secreted factors and steric interaction restrictions. In large part, downstream signaling events requiring reactive oxygen species for full functionality were affected, as confirmed by an untargeted MS-based phosphoproteomics approach. PRBCs inhibited T-cell activation more efficiently than treatment with 1 mM of the antioxidant N-acetyl cysteine. Taken together, our data imply that inflammation-related radical reactions are modulated by PRBCs. These immunomodulating effects may be responsible for clinical observations associated with transfusion of PRBCs.
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Impact of Blood Product Transfusions on the Risk of ICU-Acquired Infections in Septic Shock. Crit Care Med 2021; 49:912-922. [PMID: 33591005 DOI: 10.1097/ccm.0000000000004887] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
OBJECTIVES Transfusions of blood products are common in critically ill patients and have a potential for immunomodulation. The aim of this study is to address the impact of transfusion of blood products on the susceptibility to ICU-acquired infections in the high-risk patients with septic shock. DESIGN A single-center retrospective study over a 10-year period (2008-2017). SETTING A medical ICU of a tertiary-care center. PATIENTS All consecutive patients diagnosed for septic shock within the first 48 hours of ICU admission were included. Patients who were discharged or died within the first 48 hours were excluded. INTERVENTIONS RBC, platelet, and fresh frozen plasma transfusions collected up to 24 hours prior to the onset of ICU-acquired infection. MEASUREMENTS AND MAIN RESULTS During the study period, 1,152 patients were admitted for septic shock, with 893 patients remaining alive in the ICU after 48 hours of management. A first episode of ICU-acquired infection occurred in 28.3% of the 48-hour survivors, with a predominance of pulmonary infections (57%). Patients with ICU-acquired infections were more likely to have received RBC, platelet, and fresh frozen plasma transfusions. In a multivariate Cox cause-specific analysis, transfusions of platelets (cause-specific hazard ratio = 1.55 [1.09-2.20]; p = 0.01) and fresh frozen plasma (cause-specific hazard ratio = 1.38 [0.98-1.92]; p = 0.05) were independently associated with the further occurrence of ICU-acquired infections. CONCLUSIONS Transfusions of platelets and fresh frozen plasma account for risk factors of ICU-acquired infections in patients recovering from septic shock. The occurrence of ICU-acquired infections should be considered as a relevant endpoint in future studies addressing the indications of transfusions in critically ill patients.
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Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is a serious complication of mechanical ventilation. We sought to investigate factors associated with the development of VAP in critically ill trauma patients. METHODS We conducted a retrospective review of trauma patients admitted to our trauma intensive care unit between 2016 and 2018. Patients with ventilator-associated pneumonia were identified from the trauma database. Data collected from the trauma database included demographics (age, gender and race), mechanism of injury (blunt, penetrating), injury severity (injury severity score "ISS"), the presence of VAP, transfused blood products and presenting vital signs. RESULTS A total of 1403 patients were admitted to the trauma intensive care unit (TICU) during the study period; of these, 45 had ventilator-associated pneumonia. Patients with VAP were older (p = 0.030), and they had a higher incidence of massive transfusion (p = 0.015) and received more packed cells in the first 24 h of admission (p = 0.028). They had a higher incidence of face injury (p = 0.001), injury to sternum (p = 0.011) and injury to spine (p = 0.024). Patients with VAP also had a higher incidence of acute kidney injury (AKI) (p < 0.001) and had a longer ICU (p < 0.001) and hospital length of stay (p < 0.001). Multiple logistic regression models controlling for age and injury severity (ISS) showed massive transfusion (p = 0.017), AKI (p < 0.001), injury to face (p < 0.001), injury to sternum (p = 0.007), injury to spine (p = 0.047) and ICU length of stay (p < 0.001) to be independent predictors of VAP. CONCLUSIONS Among critically ill trauma patients, acute kidney injury, injury to the spine, face or sternum, massive transfusion and intensive care unit length of stay were associated with VAP.
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Gong Y, Tang Y, Xue Y, Chen L. Impact of intraoperative allogenic and autologous transfusion on immune function and prognosis in patients with hepatocellular carcinoma. Medicine (Baltimore) 2020; 99:e22568. [PMID: 33031305 PMCID: PMC7544283 DOI: 10.1097/md.0000000000022568] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The effect of intraoperative blood transfusion on the immune function and prognosis of hepatocellular carcinoma (HCC) has not been fully investigated. The aim of this study was to evaluate the effects of intraoperative autologous blood transfusion and allogeneic blood transfusion on immune function and prognosis in surgically treated HCC patients. One hundred fourteen primary hepatic carcinoma patients who would undergo selective operations were divided into two groups, 35 patients in the experimental group received intraoperative autologous blood transfusion and 79 patients in the control group received allogeneic blood transfusion. The amount of serum T lymphocyte subsets, natural killer (NK) cells and immunoglobulin before and after operation, as well as the recurrence-free survival (RFS) were compared. Results shown that, there was no significant difference in the level of immunocytes and immunoglobulin between the two groups before treatment (P > .05). At 1 day after surgery, there were significant differences in T lymphocyte, NK cells and immunoglobulin levels before and after transfusion. CD3+, CD4+, CD4+/CD8+, and NK cells in autologous transfusion group were significantly higher than those in allogeneic transfusion group (P < .05); the level of IgG, IgM, and IgA in allogeneic transfusion group were significantly lower than those before operation (P < .05), the level of IgG, IgM, and IgA in autologous transfusion group did not significantly fluctuate, and significantly higher than those of allogeneic transfusion group (P < .05). At 5 days after surgery, all indexes of autologous transfusion group recovered to the preoperative level, the levels of CD3+, CD4+, CD4+/CD8+, NK cells, IgG, IgM, and IgA were significantly higher than those of allogeneic transfusion group (P < .05). The follow-up results showed that the RFS of autologous transfusion group was significantly higher than that of allogeneic transfusion group (P < .05). In conclusion, compared with allogeneic blood transfusion, intraoperative autologous blood transfusion possessed less impact on immune function, it may even improve immune function and RFS in HCC patients after surgery. Therefore, HCC patients should be recommended to receive autologous blood transfusion instead of allogeneic blood transfusion when they need blood transfusion during the perioperative period.
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Impact of perioperative allogeneic blood transfusion on the long-term prognosis of patients with different stage tumors after radical resection for hepatocellular carcinoma. Eur J Surg Oncol 2020; 47:620-627. [PMID: 32988700 DOI: 10.1016/j.ejso.2020.09.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 08/20/2020] [Accepted: 09/18/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND We previously reported that perioperative allogeneic blood transfusion (PABT) did not affect long-term survival after radical resection for hepatocellular carcinoma (HCC). This study aimed to investigate the effects of PABT on the prognosis of HCC patients with different stage tumors. METHODS Patients with primary HCC who underwent curative liver resection between 2003 and 2012 were retrospectively enrolled and divided into the early-stage (stage I) and non-early-stage (stages II, III and IV) groups. The impacts of PABT on the long-term prognosis of patients in different groups after resection were investigated using propensity score matching (PSM) and multivariable Cox regression analyses. RESULTS We enrolled 426 HCC patients, including 53 matched pairs of patients with early-stage tumors and 51 matched pairs of patients with non-early-stage tumors. Survival analyses of the patients with early-stage tumors showed that the recurrence-free survival (RFS) and overall survival (OS) rates of the transfusion group were significantly worse than those of the nontransfusion group both before and after PSM. Multivariable Cox analyses identified that PABT was an independent predictor of RFS and OS of the patients with early-stage tumors. However, survival analyses of the propensity-matched patients with non-early-stage tumors showed no significant differences in RFS and OS rates between the transfusion and nontransfusion groups (p = 0.296; p = 0.472). CONCLUSIONS This study demonstrates that PABT has negative impacts on the long-term prognosis of patients with early-stage tumors after radical resection of HCC but has no impact on the long-term prognosis of patients with non-early-stage tumors.
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Validation of reference genes for expression analysis in a murine trauma model combining traumatic brain injury and femoral fracture. Sci Rep 2020; 10:15057. [PMID: 32929099 PMCID: PMC7490670 DOI: 10.1038/s41598-020-71895-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 08/17/2020] [Indexed: 02/06/2023] Open
Abstract
Systemic and local posttraumatic responses are often monitored on mRNA expression level using quantitative real-time PCR (qRT-PCR), which requires normalisation to adjust for confounding sources of variability. Normalisation requests reference (housekeeping) genes stable throughout time and divergent experimental conditions in the tissue of interest, which are crucial for a reliable and reproducible gene expression analysis. Although previous animal studies analysed reference genes following isolated trauma, this multiple-trauma gene expression analysis provides a notable study analysing reference genes in primarily affected (i.e. bone/fracture callus and hypothalamus) and secondarily affected organs (i.e. white adipose tissue, liver, muscle and spleen), following experimental long bone fracture and traumatic brain injury. We considered tissue-specific and commonly used top-ranked reference candidates from different functional groups that were evaluated applying the established expression stability analysis tools NormFinder, GeNorm, BestKeeper and RefFinder. In conclusion, reference gene expression in primary organs is highly time point as well as tissue-specific, and therefore requires careful evaluation for qRT-PCR analysis. Furthermore, the general application of Ppia, particularly in combination with a second reference gene, is strongly recommended for the analysis of systemic effects in the case of indirect trauma affecting secondary organs through local and systemic pathophysiological responses.
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Abstract
PURPOSE OF REVIEW A summary of recent research into the epidemiology, cause, management and outcomes of trauma-associated acute kidney injury (AKI). There is an increasing focus on subtypes of AKI to better target clinical management and future research. RECENT FINDINGS AKI associated with trauma occurs in 20-24% of patients admitted to ICU. On the basis of creatinine and/or urine output, AKI occurs in the first few days of traumatic illness. Although various associations have been identified, shock and high-volume blood transfusion are the most consistent risks for development of trauma-associated AKI. Short-term outcomes appear worse for patients with AKI, but extent of longer term kidney function recovery remains unknown. Recent research in the general critical care population is beginning to better inform AKI management; however, currently, preventive and supportive strategies remain the mainstay of AKI management after trauma. SUMMARY Well-designed, prospective research is required to better understand the phenotype, pathophysiology and recovery trajectory of trauma-associated AKI. Only then can potentially unique therapeutic targets be developed for this common subtype of AKI.
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Jiao C, Zheng L. Blood transfusion‐related immunomodulation in patients with major obstetric haemorrhage. Vox Sang 2019; 114:861-868. [PMID: 31587289 DOI: 10.1111/vox.12845] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 08/20/2019] [Accepted: 08/21/2019] [Indexed: 01/24/2023]
Affiliation(s)
- Ce Jiao
- Department of Blood transfusion The Second Hospital of Hebei Medical University Shijiazhuang China
| | - Lili Zheng
- Department of Obstetrics The Second Hospital of Hebei Medical University Shijiazhuang China
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Nazimek K, Bustos-Morán E, Blas-Rus N, Nowak B, Ptak W, Askenase PW, Sánchez-Madrid F, Bryniarski K. Syngeneic red blood cell-induced extracellular vesicles suppress delayed-type hypersensitivity to self-antigens in mice. Clin Exp Allergy 2019; 49:1487-1499. [PMID: 31365154 DOI: 10.1111/cea.13475] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 07/19/2019] [Accepted: 07/24/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND At present, the role of autologous cells as antigen carriers inducing immune tolerance is appreciated. Accordingly, intravenous administration of haptenated syngeneic mouse red blood cells (sMRBC) leads to hapten-specific suppression of contact hypersensitivity (CHS) in mice, mediated by light chain-coated extracellular vesicles (EVs). Subsequent studies suggested that mice intravenously administered with sMRBC alone may also generate regulatory EVs, revealing the possible self-tolerogenic potential of autologous erythrocytes. OBJECTIVES The current study investigated the immune effects induced by mere intravenous administration of a high dose of sMRBC in mice. METHODS The self-tolerogenic potential of EVs was determined in a newly developed mouse model of delayed-type hypersensitivity (DTH) to sMRBC. The effects of EV's action on DTH effector cells were evaluated cytometrically. The suppressive activity of EVs, after coating with anti-hapten antibody light chains, was assessed in hapten-induced CHS in wild-type or miRNA-150-/- mice. RESULTS Intravenous administration of sMRBC led to the generation of CD9 + CD81+ EVs that suppressed sMRBC-induced DTH in a miRNA-150-dependent manner. Furthermore, the treatment of DTH effector cells with sMRBC-induced EVs decreased the activation of T cells but enhanced their apoptosis. Finally, EVs coated with antibody light chains inhibited hapten-induced CHS. CONCLUSIONS AND CLINICAL RELEVANCE The current study describes a newly discovered mechanism of self-tolerance induced by the intravenous delivery of a high dose of sMRBC that is mediated by EVs in a miRNA-150-dependent manner. This mechanism implies the concept of naturally occurring immune tolerance, presumably activated by overloading of the organism with altered self-antigens.
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Affiliation(s)
- Katarzyna Nazimek
- Department of Immunology, Jagiellonian University Medical College, Krakow, Poland.,Department of Immunology, Health Research Institute of Princesa Hospital (ISS-IP), Hospital de la Princesa, Autonomous University of Madrid, Madrid, Spain.,Section of Rheumatology, Allergy and Clinical Immunology, Yale University School of Medicine, New Haven, CT, USA
| | - Eugenio Bustos-Morán
- Department of Immunology, Health Research Institute of Princesa Hospital (ISS-IP), Hospital de la Princesa, Autonomous University of Madrid, Madrid, Spain
| | - Noelia Blas-Rus
- Department of Immunology, Health Research Institute of Princesa Hospital (ISS-IP), Hospital de la Princesa, Autonomous University of Madrid, Madrid, Spain
| | - Bernadeta Nowak
- Department of Immunology, Jagiellonian University Medical College, Krakow, Poland
| | - Włodzimierz Ptak
- Department of Immunology, Jagiellonian University Medical College, Krakow, Poland
| | - Philip W Askenase
- Section of Rheumatology, Allergy and Clinical Immunology, Yale University School of Medicine, New Haven, CT, USA
| | - Francisco Sánchez-Madrid
- Department of Immunology, Health Research Institute of Princesa Hospital (ISS-IP), Hospital de la Princesa, Autonomous University of Madrid, Madrid, Spain
| | - Krzysztof Bryniarski
- Department of Immunology, Jagiellonian University Medical College, Krakow, Poland.,Section of Rheumatology, Allergy and Clinical Immunology, Yale University School of Medicine, New Haven, CT, USA
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Zhang Q, Wu H, Zhang J, Qi Q, Zhang W, Xia R. Preoperative Immune Response is Associated with Perioperative Transfusion Requirements in Glioma Surgery. J Cancer 2019; 10:3526-3532. [PMID: 31293657 PMCID: PMC6603405 DOI: 10.7150/jca.28953] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 05/05/2019] [Indexed: 01/08/2023] Open
Abstract
Immunosuppression induced by transfusion causes postoperative adverse events including poor prognosis in cancer, but data on influence of the immune response on blood transfusion requirements during perioperative period are limited. The aim of this study was to investigate whether the preoperative immune response is associated with perioperative blood cell transfusion in a glioma surgical patient population. The authors identified 321 cases of surgery for treatment of glioma. Patient variables, preoperative laboratory variables (hemoglobin, platelet count, activated partial thromboplastin time, prothrombin time, hematocrit, red and white blood cell count), and transfusions were registered. Plasma concentration of Th-associated cytokines was measured by flow cytometry. Multivariable regression analysis and receiver operating characteristic curve were undertaken to identify predictors of transfusion. Of 321 patients, 157 (48.90%) received red blood cells transfusion. The mean age is significantly higher in transfusion group compared to no transfusion group, while postoperative hospital stay, preoperative hemoglobin, prothrombin time, activated partial thromboplastin time, platelet count, red and white blood cell count and hematocrit of patients did not differ significantly between the two groups. No significant differences of IL-2, -4, -6, -10 and INF-γ concentration were observed between transfusion and no transfusion group. The concentration of TNF and IL-17A was significantly lower in transfusion patients than in the no transfusion subjects. Low plasma TNF and IL-17A levels predicted high perioperative transfusion rate, the combination of them enlarged the prognostic accuracy of testing. Our study demonstrates that the preoperative immune response influences transfusion requirements, and TNF and IL-17 are important predictive risk factors for perioperative use of blood components in glioma patients.
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Affiliation(s)
- Qi Zhang
- Department of Blood Transfusion, Huashan Hospital, Fudan University, Shanghai, China
| | - Huahui Wu
- Harbin Hospital of Traditional Chinese Medicine, Harbin, Heilongjiang, China
| | - Jingjun Zhang
- Department of Blood Transfusion, Huashan Hospital, Fudan University, Shanghai, China
| | - Qi Qi
- Department of Blood Transfusion, Huashan Hospital, Fudan University, Shanghai, China
| | - Wei Zhang
- Department of Medical Imaging, Renji Hospital, Medical School of Jiaotong University, Shanghai, China
| | - Rong Xia
- Department of Blood Transfusion, Huashan Hospital, Fudan University, Shanghai, China
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Trauma-Induced Long-Term Alterations of Human T Cells and Monocytes-Results of an Explorative, Cross-Sectional Study. Shock 2019; 53:35-42. [PMID: 30998650 DOI: 10.1097/shk.0000000000001358] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Major trauma leads to complex immune reactions, known to result in a transient immunodeficiency. The long-term consequences of severe trauma on immune function and regulation as well as its clinical impact remain unclear. METHODS Six months (ranging from -12 to +5 days) after a major trauma event, 12 former trauma patients (Injury Severity Score ≥ 16) and 12 healthy volunteers were enrolled. The current clinical status and infection history since discharge were assessed by a standardized questionnaire. Immune cell subsets (cluster of differentiation (CD)4, CD8, CD14), cell surface receptor expression (programmed cell death protein 1 (PD-1), B- and T-lymphocyte attenuator (BTLA), cytotoxic T-lymphocyte-associated protein 4, toll-like receptor (TLR)-2, -4, and -5, Dectin-1, programmed death ligand 1 (PD-1L)), and human leucocyte antigen D-related receptor (HLA-DR)-expression were quantified by flow cytometry. Cytokine secretion (IL-2, -4, -6, -10, and 17A, tumor necrosis factor (TNF)-α, and interferon (IFN)-γ) was assessed after stimulation of whole blood with LPS-, α-CD3/28, or zymosan. RESULTS Analysis of surface receptors on T cells revealed a significant elevation of PD-1 expression on CD4 T cells, whereas BTLA expression on CD4 and CD8 T cells was significantly suppressed in the trauma cohort. Monocytes showed a significantly reduced expression of TLR-2 and -4 as well as a reduced proportion of TLR-4 monocytes. HLA-DR receptor density revealed no significant changes between both cohorts. LPS-induced IL-6 and TNF-α secretion showed non-significant trends toward reduced values. No differences regarding clinical apparent infections could be detected. CONCLUSIONS Six months following major trauma, changes of cell surface receptors on CD4 and CD8 T cells as well as on CD14 monocytes were present, hinting toward an immunosuppressive phenotype. Following major trauma, although IL-6 and TNF-α release after stimulation were reduced, they did not reach statistical significance. Overall, further studies are necessary to evaluate the clinical implications of these findings. TRIAL REGISTRATION DRKS00009876, Internet Portal of the German Clinical Trials Register (DRKS), registration date 11.08.2016, https://www.drks.de/drks_web/navigate.do?navigationId=trial.HTML&TRIAL_ID=DRKS00009876.
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20
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Abstract
Surgery and other invasive procedures, which are routinely performed during general anesthesia, may induce an inflammatory response in the patient. This inflammatory response is an inherent answer of the body to the intervention and can be both beneficial and potentially harmful. The immune system represents a unique evolutionary achievement equipping higher organisms with an effective defense mechanism against exogenous pathogens. However, not only bacteria might evoke an immune response but also other noninfectious stimuli like the surgical trauma or mechanical ventilation may induce an inflammatory response of varying degree. In these cases, the immune system activation is not always beneficial for the patients and might carry the risk of concomitant, harmful effects on host cells, tissues, or even whole organ systems. Research over the past decades has contributed substantial information in which ways surgical patients may be affected by inflammatory reactions. Modulations of the patient's immune system may be evoked by the use of anesthetic agents, the nature of surgical trauma and the use of any supportive therapy during the perioperative period. The effects on the patient may be manifold, including various proinflammatory effects. This review focuses on the causes and effects of inflammation in the perioperative period. In addition, we also highlight possible approaches by which inflammation in the perioperative may be modulated in the future.
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Affiliation(s)
- Jan Rossaint
- From the Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
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Torrance HDT, Longbottom ER, Vivian ME, Lalabekyan B, Abbott TEF, Ackland GL, Hinds CJ, Pearse RM, O’Dwyer MJ. Post-operative immune suppression is mediated via reversible, Interleukin-10 dependent pathways in circulating monocytes following major abdominal surgery. PLoS One 2018; 13:e0203795. [PMID: 30212506 PMCID: PMC6136775 DOI: 10.1371/journal.pone.0203795] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Accepted: 08/28/2018] [Indexed: 12/04/2022] Open
Abstract
Introduction Post-operative infections occur frequently following major surgery. The magnitude of the post-operative immune response is associated with an increased risk of post-operative infections, although the mechanisms driving post-operative immune-dysfunction and the potential reversibility of this response with immune stimulants are not well understood. This study aims to describe the immediate immune response to major surgery and establish links to both post-operative infection and functional aspects of immune dysregulation. We also investigate the potential of clinically available immune stimulants to reverse features of post-operative immune-dysfunction. Methods Patients over 45 years old undergoing elective gastro-intestinal surgery with planned post-operative surgical ICU admission were recruited. The expression of selected genes was determined pre-operatively and at 2, 24 and 48 hours post-operatively using qRT-PCR. Circulating levels of Interleukin-10 protein were determined by ELISA. Peri-operative cell surface monocyte HLA-DR (mHLA-DR) expression was determined using flow cytometry. Gene expression and mHLA-DR levels were determined in healthy monocytes cultured in peri-operative serum with and without neutralising antibodies and immune stimulants. Results 119 patients were recruited; 44 developed a post-operative infection. Interleukin-10 mRNA and protein increased 4-fold post-operatively (P<0.0001), peaking within 2 hours of the procedure. Higher post-operative Interleukin-10 mRNA (P = 0.007) and protein (P = 0.001) levels were associated with an increased risk of infection. Cell surface mHLA-DR expression fell post-operatively (P<0.0001). Reduced production, rather than intracellular sequestration, accounted for the post-operative decline in cell surface mHLA-DR expression. Interleukin-10 antibody prevented the decrease in mHLA-DR expression observed when post-operative serum was added to healthy monocytes. GM-CSF and IFN-γ prevented the decline in mHLA-DR production through distinct pathways. Conclusions Monocyte dysfunction and features of immune suppression occur frequently after major surgery. Greater post-operative Interleukin-10 production is associated with later infection. Interleukin-10 is an important mediator of post-operative reductions in mHLA-DR expression, while clinically available immune stimulants can restore mHLA-DR levels.
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Affiliation(s)
- Hew D. T. Torrance
- Centre for Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, United Kingdom
- Adult Critical Care Unit, The Royal London Hospital, Barts Health NHS Trust, London, United Kingdom
| | - E. Rebecca Longbottom
- Centre for Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, United Kingdom
| | - Mark E. Vivian
- Cambridge University Division of Anaesthesia, Addenbrooke’s Hospital, Cambridge, United Kingdom
| | - Bagrat Lalabekyan
- Centre for Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, United Kingdom
| | - Tom E. F. Abbott
- Centre for Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, United Kingdom
| | - Gareth L. Ackland
- Centre for Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, United Kingdom
| | - Charles J. Hinds
- Centre for Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, United Kingdom
| | - Rupert M. Pearse
- Centre for Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, United Kingdom
- Adult Critical Care Unit, The Royal London Hospital, Barts Health NHS Trust, London, United Kingdom
| | - Michael J. O’Dwyer
- Centre for Translational Medicine and Therapeutics, William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, United Kingdom
- Adult Critical Care Unit, The Royal London Hospital, Barts Health NHS Trust, London, United Kingdom
- * E-mail:
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Bain CR, Draxler DF, Taylor R, Wallace S, Gouldthorpe O, Corcoran TB, Myles PS, L. Medcalf R, Bozaoglu K. The early in-vivo effects of a single anti-emetic dose of dexamethasone on innate immune cell gene expression and activation in healthy volunteers. Anaesthesia 2018; 73:955-966. [DOI: 10.1111/anae.14306] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/26/2018] [Indexed: 12/20/2022]
Affiliation(s)
- C. R. Bain
- Department of Anaesthesia and Peri -operative Medicine; The Alfred Hospital and Monash University; Melbourne Vic. Australia
| | - D. F. Draxler
- Molecular Neurotrauma and Haemostasis laboratory; Australian Centre for Blood Diseases and Monash University; Melbourne Vic. Australia
| | - R. Taylor
- Genomics and Systems Biology Laboratory; Baker IDI Heart and Diabetes Institute Victoria; Melbourne Vic. Australia
| | - S. Wallace
- Department of Anaesthesia and Peri -operative Medicine; The Alfred Hospital and Monash University; Melbourne Vic. Australia
| | - O. Gouldthorpe
- Department of Anaesthesia and Peri -operative Medicine; The Alfred Hospital and Monash University; Melbourne Vic. Australia
| | - T. B. Corcoran
- Department of Anaesthesia and Pain Medicine Royal Perth Hospital and; University of Western Australia; Perth WA Australia
| | - P. S. Myles
- Department of Anaesthesia and Peri -operative Medicine; The Alfred Hospital and Monash University; Melbourne Vic. Australia
| | - R. L. Medcalf
- Molecular Neurotrauma and Haemostasis laboratory; Australian Centre for Blood Diseases and Monash University; Melbourne Vic. Australia
| | - K. Bozaoglu
- Bruce Lefroy Centre for Genetic Health Research; Murdoch Children's Research Institute and Department of Paediatrics; University of Melbourne; Melbourne Vic. Australia
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Acute Kidney Injury in Trauma Patients Admitted to Critical Care: Development and Validation of a Diagnostic Prediction Model. Sci Rep 2018; 8:3665. [PMID: 29483607 PMCID: PMC5827665 DOI: 10.1038/s41598-018-21929-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 02/07/2018] [Indexed: 12/17/2022] Open
Abstract
Acute Kidney Injury (AKI) complicating major trauma is associated with increased mortality and morbidity. Traumatic AKI has specific risk factors and predictable time-course facilitating diagnostic modelling. In a single centre, retrospective observational study we developed risk prediction models for AKI after trauma based on data around intensive care admission. Models predicting AKI were developed using data from 830 patients, using data reduction followed by logistic regression, and were independently validated in a further 564 patients. AKI occurred in 163/830 (19.6%) with 42 (5.1%) receiving renal replacement therapy (RRT). First serum creatinine and phosphate, units of blood transfused in first 24 h, age and Charlson score discriminated need for RRT and AKI early after trauma. For RRT c-statistics were good to excellent: development: 0.92 (0.88–0.96), validation: 0.91 (0.86–0.97). Modelling AKI stage 2–3, c-statistics were also good, development: 0.81 (0.75–0.88) and validation: 0.83 (0.74–0.92). The model predicting AKI stage 1–3 performed moderately, development: c-statistic 0.77 (0.72–0.81), validation: 0.70 (0.64–0.77). Despite good discrimination of need for RRT, positive predictive values (PPV) at the optimal cut-off were only 23.0% (13.7–42.7) in development. However, PPV for the alternative endpoint of RRT and/or death improved to 41.2% (34.8–48.1) highlighting death as a clinically relevant endpoint to RRT.
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Abstract
BACKGROUND Multiple organ dysfunction syndrome (MODS) is associated with poor outcomes for trauma patients. Different forms of MODS may exist and have different consequences. The ability to distinguish them clinically may have implications for prognosis and treatment. We wished to study whether prolonged MODS (PRMODS) could be observed as a distinct clinical entity to early resolving MODS (ERMODS) in critically injured patients. METHODS Adult major trauma patients recruited to a prospective observational study at a single major trauma center were eligible for inclusion. MODS was defined as Sequential Organ Failure Assessment (SOFA) score >5; and PRMODS as lasting >7 days. Time to recovery (TTR) was calculated as the number of days before the SOFA fell below the MODS threshold (≤5). RESULTS Five hundred ninety-five patients were enrolled of whom 285 developed ERMODS (48%) and 184 (31%) PRMODS. Organ dysfunction was more severe and protracted in PRMODS, especially in patients without brain injury (mean SOFA 11 vs. 6, Day 2, P < 0.001; TTR 17 vs. 3 days, P < 0.001). PRMODS exhibited higher rates of hepatic and renal dysfunction (84% vs. 56%; and 78% vs. 47%, P≤0.001). Patterns of recovery were distinct in hepatic, renal, and neurological systems (TTR 15 vs. 4; 20 vs. 3; and 28 vs. 7 days, P < 0.01). PRMODS was associated with higher infection and mortality rates (91% vs. 41%; and 22% vs. 7%, P < 0.001). CONCLUSION PRMODS appears common, a distinct clinical entity, and associated with worse patient outcomes. PRMODS may represent an important endpoint for studies evaluating outcomes following trauma.
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Lee J, Chin JH, Kim JI, Lee EH, Choi IC. Association between red blood cell transfusion and long-term mortality in patients with cancer of the esophagus after esophagectomy. Dis Esophagus 2018; 31:4564183. [PMID: 29077842 DOI: 10.1093/dote/dox123] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 09/18/2017] [Indexed: 12/11/2022]
Abstract
The impact of red blood cell transfusion on long-term mortality has not been well characterized in patients with cancer of the esophagus after esophagectomy. Our retrospective observational study investigated 611 patients with cancer of the esophagus after esophagectomy from January 2005 to December 2012. Perioperative red blood cell transfusion was defined as red blood cell transfusion during intraoperative and postoperative period. One hundred ninety-six (32.1%) patients received red blood cell transfusion. During follow-up period, 153 (36.9%) patients without red blood cell transfusion and 120 (61.2%) patients with red blood cell transfusion died. Multivariable analysis identified that there was an incremental association between the amount of red blood cell transfusion and long-term mortality (hazard ratio 1.06, 95% confidence interval 1.04-1.08, P < 0.001). The association between red blood cell transfusion and worse long-term mortality was also demonstrated in propensity-matched patients (hazard ratio 1.62, 95% confidence interval 1.15-2.28, P = 0.006). Therefore, there might be an independent association between perioperative red blood cell transfusion and worse long-term mortality in patients with cancer of the esophagus after esophagectomy. Furthermore, there was an incremental increase in long-term mortality in patients who was transfused with red blood cell during perioperative period.
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Affiliation(s)
| | - Ji-Hyun Chin
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jong-Il Kim
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Eun-Ho Lee
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - In-Cheol Choi
- Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Hazeldine J, Naumann DN, Toman E, Davies D, Bishop JRB, Su Z, Hampson P, Dinsdale RJ, Crombie N, Duggal NA, Harrison P, Belli A, Lord JM. Prehospital immune responses and development of multiple organ dysfunction syndrome following traumatic injury: A prospective cohort study. PLoS Med 2017; 14:e1002338. [PMID: 28719602 PMCID: PMC5515405 DOI: 10.1371/journal.pmed.1002338] [Citation(s) in RCA: 90] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Accepted: 05/31/2017] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Almost all studies that have investigated the immune response to trauma have analysed blood samples acquired post-hospital admission. Thus, we know little of the immune status of patients in the immediate postinjury phase and how this might influence patient outcomes. The objective of this study was therefore to comprehensively assess the ultra-early, within 1-hour, immune response to trauma and perform an exploratory analysis of its relationship with the development of multiple organ dysfunction syndrome (MODS). METHODS AND FINDINGS The immune and inflammatory response to trauma was analysed in 89 adult trauma patients (mean age 41 years, range 18-90 years, 75 males) with a mean injury severity score (ISS) of 24 (range 9-66), from whom blood samples were acquired within 1 hour of injury (mean time to sample 42 minutes, range 17-60 minutes). Within minutes of trauma, a comprehensive leukocytosis, elevated serum pro- and anti-inflammatory cytokines, and evidence of innate cell activation that included neutrophil extracellular trap generation and elevated surface expression of toll-like receptor 2 and CD11b on monocytes and neutrophils, respectively, were observed. Features consistent with immune compromise were also detected, notably elevated numbers of immune suppressive CD16BRIGHT CD62LDIM neutrophils (82.07 x 106/l ± 18.94 control versus 1,092 x 106/l ± 165 trauma, p < 0.0005) and CD14+HLA-DRlow/- monocytes (34.96 x 106/l ± 4.48 control versus 95.72 x 106/l ± 8.0 trauma, p < 0.05) and reduced leukocyte cytokine secretion in response to lipopolysaccharide stimulation. Exploratory analysis via binary logistic regression found a potential association between absolute natural killer T (NKT) cell numbers and the subsequent development of MODS. Study limitations include the relatively small sample size and the absence of data relating to adaptive immune cell function. CONCLUSIONS Our study highlighted the dynamic and complex nature of the immune response to trauma, with immune alterations consistent with both activation and suppression evident within 1 hour of injury. The relationship of these changes, especially in NKT cell numbers, to patient outcomes such as MODS warrants further investigation.
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Affiliation(s)
- Jon Hazeldine
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- NIHR Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
- * E-mail:
| | - David N. Naumann
- NIHR Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
| | - Emma Toman
- NIHR Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
| | - David Davies
- NIHR Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
| | - Jonathan R. B. Bishop
- NIHR Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
| | - Zhangjie Su
- NIHR Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
| | - Peter Hampson
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- Scar Free Foundation, Birmingham Centre for Burns Research, Birmingham, United Kingdom
| | - Robert J. Dinsdale
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- Scar Free Foundation, Birmingham Centre for Burns Research, Birmingham, United Kingdom
| | - Nicholas Crombie
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- Midlands Air Ambulance, Unit 16 Enterprise Trading Estate, Brierley Hill, West Midlands, United Kingdom
| | - Niharika Arora Duggal
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
| | - Paul Harrison
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- Scar Free Foundation, Birmingham Centre for Burns Research, Birmingham, United Kingdom
| | - Antonio Belli
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- NIHR Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
| | - Janet M. Lord
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- NIHR Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
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Balance Between the Proinflammatory and Anti-Inflammatory Immune Responses with Blood Transfusion in Sepsis. Crit Care Nurs Clin North Am 2017; 29:331-340. [PMID: 28778292 DOI: 10.1016/j.cnc.2017.04.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Blood product transfusion may exacerbate the initial immunosuppressive response of sepsis. Nurses and other patient care providers must be diligent in recognizing and managing a worsening immune status, using flow cytometry to monitor patients' immune status. This type of monitoring may be instrumental in reducing morbidity and mortality in persons with sepsis. This article discusses the recent literature on the associated inflammatory responses that occur with blood transfusion and provides an analysis of alterations in key inflammatory pathways in response to transfusion in a sepsis population.
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Systemic Inflammatory Response Syndrome After Major Abdominal Surgery Predicted by Early Upregulation of TLR4 and TLR5. Ann Surg 2016; 263:1028-37. [PMID: 26020106 DOI: 10.1097/sla.0000000000001248] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVES To study innate immune pathways in patients undergoing hepatopancreaticobiliary surgery to understand mechanisms leading to enhanced inflammatory responses and identifying biomarkers of adverse clinical consequences. BACKGROUND Patients undergoing major abdominal surgery are at risk of life-threatening systemic inflammatory response syndrome (SIRS) and sepsis. Early identification of at-risk patients would allow tailored postoperative care and improve survival. METHODS Two separate cohorts of patients undergoing major hepatopancreaticobiliary surgery were studied (combined n = 69). Bloods were taken preoperatively, on day 1 and day 2 postoperatively. Peripheral blood mononuclear cells and serum were separated and immune phenotype and function assessed ex vivo. RESULTS Early innate immune dysfunction was evident in 12 patients who subsequently developed SIRS (postoperative day 6) compared with 27 who did not, when no clinical evidence of SIRS was apparent (preoperatively or days 1 and 2). Serum interleukin (IL)-6 concentration and monocyte Toll-like receptor (TLR)/NF-κB/IL-6 functional pathways were significantly upregulated and overactive in patients who developed SIRS (P < 0.0001). Interferon α-mediated STAT1 phosphorylation was higher preoperatively in patients who developed SIRS. Increased TLR4 and TLR5 gene expression in whole blood was demonstrated in a separate validation cohort of 30 patients undergoing similar surgery. Expression of TLR4/5 on monocytes, particularly intermediate CD14CD16 monocytes, on day 1 or 2 predicted SIRS with accuracy 0.89 to 1.0 (areas under receiver operator curves). CONCLUSIONS These data demonstrate the mechanism for IL-6 overproduction in patients who develop postoperative SIRS and identify markers that predict patients at risk of SIRS 5 days before the onset of clinical signs.
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Does major surgery induce immune suppression and increase the risk of postoperative infection? Curr Opin Anaesthesiol 2016; 29:376-83. [DOI: 10.1097/aco.0000000000000331] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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An FcγRIIa polymorphism with decreased C-reactive protein binding is associated with sepsis and decreased monocyte HLA-DR expression in trauma patients. J Trauma Acute Care Surg 2016; 79:773-81. [PMID: 26496101 DOI: 10.1097/ta.0000000000000837] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND A dysregulated immune response leading to sepsis is the most frequent cause of late posttraumatic deaths. We have found a novel anti-inflammatory pathway that is initiated by the acute phase protein, C-reactive protein (CRP), interacting with Fcγ receptor (FcγR) on monocytes. This pathway is protective in animal models of endotoxin shock. We hypothesized that genetic polymorphisms in the FcγR might contribute to monocyte responses and susceptibility to infectious complications after severe trauma. METHODS We conducted an observational study on a prospectively identified cohort of adult patients with convenience enrollment admitted after severe trauma. We enrolled 66 patients and collected blood samples at enrollment and again at 48 hours and 72 hours. Patients were followed through their hospital stay, and any septic events before 14 days were recorded. Cytokine and CRP levels were determined in the plasma from all three blood draws. In addition, DNA was extracted from blood and analyzed for the 131 H/R FcγRIIa polymorphism that strongly affects the binding of IgG and CRP to this receptor. RESULTS Elevated levels of interleukin 8 (IL-8), IL-6, IL-10, monocyte chemotactic protein 1, and CRP were associated with reduced time to posttraumatic sepsis in Cox regression analysis. Expression of monocyte human leukocyte antigen DR less than 45% on patient monocytes was also associated with sepsis (hazard ratio, 3.15; 95% confidence interval, 1.45-6.93). Genetic analysis found that individuals with the polymorphism of the FcγRIIa receptor that binds CRP poorly were also more likely to have decreased monocyte human leukocyte antigen DR and posttraumatic sepsis. In vitro studies showed that CRP could attenuate monocyte deactivation in volunteers with the polymorphism of the FcγRIIa receptor that binds CRP. CONCLUSION Our findings suggest that a common genetic variation in the FcγRIIa receptor may contribute to infectious susceptibility in trauma patients. In vitro experiments suggest that this association is related to the inability of CRP to bind to this FcγRIIa receptor variant. LEVEL OF EVIDENCE Prognostic study, level III.
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Epigenetic regulatory pathways involving microRNAs may modulate the host immune response following major trauma. J Trauma Acute Care Surg 2016; 79:766-72. [PMID: 26496100 DOI: 10.1097/ta.0000000000000850] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND Posttraumatic nosocomial pneumonia is a common complication resulting in significant morbidity. Trauma-induced immunocompromise is associated with an enhanced susceptibility to pneumonia. In this study, we explore the hypothesis that posttranscriptional epigenetic regulation of gene expression may be an important factor in determining this immune phenotype. We describe the pattern of production of microRNAss (miRs) and their association with nosocomial pneumonia following severe trauma. METHODS A convenience sample of 30 ventilated polytrauma patients ( UKCRN ID 5637) and 16 healthy controls were recruited. Messenger RNA and protein levels of key cytokines were quantified within 2 hours of the injury and at 24 hours. Three miRs per cytokine were then selected based on miRBase target prediction scores and quantified using polymerase chain reaction. Nosocomial pneumonia was defined using the Centers for Disease Control and Prevention definitions. RESULTS Median Injury Severity Score (ISS) was 29, and 47% of the patients developed nosocomial pneumonia. miR-125a and miR-202 decreased by 34% and 77%, respectively, immediately following injury, whereas their target, IL-10, increased messenger RNA levels 3-fold and protein levels 180-fold. Tumor necrosis factor α (TNF-α) and IL-12 gene expression decreased by 68% and 43%, respectively, following injury, and this was mirrored by a 10-fold increase in miR-181, an miR predicted to target TNF-α transcripts. Lower levels of miR-125a and miR-374b were associated with the later acquisition of hospital-acquired pneumonia. CONCLUSION Alteration in the expression of miRs with highly predicted complementarity to IL-10 and TNF-α may be an important mechanism regulating the posttraumatic immunosuppressive phenotype in intensive care unit patients. LEVEL OF EVIDENCE Retrospective observational study, level III.
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Abstract
Transfusion-transmitted infections remain among the most-feared complications of allogeneic blood transfusion. Thanks to several strategies including donor screening and deferral, blood testing and pathogen inactivation, their risks have reached all-time low levels, particularly in developed nations. Nonetheless, new and emerging infections remain a threat that is likely to exacerbate in the coming years with continued globalization and climate change. More effective strategies of pathogen inactivation and more vigilant horizon screening are hoped to abate the risk. Additionally, allogeneic transfusion has repeatedly been shown to be associated with worsening of outcomes in patients, including the documented increased risk of infections (often nosocomial) in recipients of transfusions. The underlying mechanism is likely to be related to immunosuppressive effects of allogeneic blood, iron content, and bacterial contamination. This issue is best addressed by more judicious and evidence-based use of allogeneic blood components to ensure the potential benefits outweigh the risks.
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Affiliation(s)
- Aryeh Shander
- a Department of Anesthesiology and Critical Care Medicine , Englewood Hospital and Medical Center and TeamHealth Research Institute , Englewood , NJ , USA
| | - Gregg P Lobel
- a Department of Anesthesiology and Critical Care Medicine , Englewood Hospital and Medical Center and TeamHealth Research Institute , Englewood , NJ , USA
| | - Mazyar Javidroozi
- a Department of Anesthesiology and Critical Care Medicine , Englewood Hospital and Medical Center and TeamHealth Research Institute , Englewood , NJ , USA
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Goubran HA, Elemary M, Radosevich M, Seghatchian J, El-Ekiaby M, Burnouf T. Impact of Transfusion on Cancer Growth and Outcome. CANCER GROWTH AND METASTASIS 2016; 9:1-8. [PMID: 27006592 PMCID: PMC4790595 DOI: 10.4137/cgm.s32797] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Revised: 02/01/2016] [Accepted: 02/03/2016] [Indexed: 12/21/2022]
Abstract
For many years, transfusion of allogeneic red blood cells, platelet concentrates, and plasma units has been part of the standard therapeutic arsenal used along the surgical and nonsurgical treatment of patients with malignancies. Although the benefits of these blood products are not a matter of debate in specific pathological conditions associated with life-threatening low blood cell counts or bleeding, increasing clinical evidence is nevertheless suggesting that deliberate transfusion of these blood components may actually lead to negative clinical outcomes by affecting patient’s immune defense, stimulating tumor growth, tethering, and dissemination. Rigorous preclinical and clinical studies are needed to dimension the clinical relevance, benefits, and risks of transfusion of blood components in cancer patients and understand the amplitude of problems. There is also a need to consider validating preparation methods of blood components for so far ignored biological markers, such as microparticles and biological response modifiers. Meanwhile, blood component transfusions should be regarded as a personalized medicine, taking into careful consideration the status and specificities of the patient, rather than as a routine hospital procedure.
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Affiliation(s)
- Hadi A Goubran
- Saskatoon Cancer Centre, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Mohamed Elemary
- Saskatoon Cancer Centre, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | | | - Jerard Seghatchian
- International Consultancy in Blood Components Quality/Safety, Audit/Inspection and DDR Strategies, London, UK
| | | | - Thierry Burnouf
- Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei, Taiwan
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Abstract
PURPOSE OF REVIEW A host of immune modulators are now available in clinical practice. The perioperative period is characterized by profound alterations in host immunity, which can result in poor outcomes, which include infection, cancer recurrence and organ failure. Manipulation of the perioperative immune response has the potential to improve outcomes. A complete understanding of the mechanisms and clinical consequences of altered immune function in this setting is therefore imperative. RECENT FINDINGS Recent in-vivo data have emerged which further our understanding of the interaction between tissue damage, immune modulation and clinical outcomes by utilizing novel laboratory techniques capable of monitoring single-cell immune signatures. Traditional gene expression assays have continued to demonstrate their utility and have been instrumental in defining the host response to perioperative allogeneic blood transfusion. These mechanistic studies are complemented by large clinical studies describing associations between anaesthetic modalities and immune-related outcomes. SUMMARY Laboratory techniques are now available that can monitor the perioperative immune response and could be further developed to introduce personalized care pathways. Consideration must also be given to anaesthesia techniques and perioperative treatments that, although not immediately harmful, may be associated with poor outcomes temporally distant from the treatment, secondary to induced immunosuppression.
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Li XX, Meng J, Sun GP, Tang YX, Liang GF, Wang MF, Lu XB. Effects of perioperative blood transfusion on the prognosis in hereditary and sporadic colon cancer. Biomarkers 2015; 20:481-6. [PMID: 26616149 DOI: 10.3109/1354750x.2015.1096306] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Xiao-Xia Li
- Department of Colorectal Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Jin Meng
- Department of Colorectal Surgery, Shenyang Coloproctology Hospital, Shenyang, China, and
| | - Gong-Ping Sun
- Department of Colorectal Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Yuan-Xin Tang
- Department of Colorectal Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Gao-Feng Liang
- Department of Colorectal Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Mo-Fei Wang
- Department of Colorectal Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Xiao-Bo Lu
- School of Public Health, China Medical University, Shenyang, China
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Kucukdurmaz F, Alijanipour P. Current Concepts in Orthopedic Management of Multiple Trauma. Open Orthop J 2015; 9:275-82. [PMID: 26312111 PMCID: PMC4541294 DOI: 10.2174/1874325001509010275] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2015] [Revised: 04/26/2015] [Accepted: 05/18/2015] [Indexed: 12/13/2022] Open
Abstract
Multiple trauma patients frequently present challenging clinical scenarios with musculoskeletal injuries being the most common indications for surgical procedures in these patients. Despite our substantial knowledge, a universally approved objective definition for “multiple trauma” is yet to be delineated. Several controversial aspects of economics, pathophysiology, animal models, diagnosis, management and outcome of patients with multiple trauma have recently been explored and although some progress has been made, it seems that the available evidence is still inconclusive in some occasions. This manuscript revisits several current concepts of multiple trauma that have been the focus of recent investigation. We aim to provide the reader with an updated perspective based on the most recently published literature in the field of multiple trauma.
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Affiliation(s)
- Fatih Kucukdurmaz
- Clinic of Orthopaedics and Traumatology, Bezmialem Vakif University, Istanbul, Turkey
| | - Pouya Alijanipour
- Rothman Institute at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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Impact of perioperative blood transfusion on immune function and prognosis in colorectal cancer patients. Transfus Apher Sci 2015; 54:235-41. [PMID: 26780991 DOI: 10.1016/j.transci.2015.07.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Revised: 06/29/2015] [Accepted: 07/16/2015] [Indexed: 01/17/2023]
Abstract
OBJECTIVE To investigate the impacts of perioperative blood transfusion on the immune function and prognosis in colorectal cancer (CC) patients. METHODS A retrospective analysis was conducted in 1404 CC patients, including 1223 sporadic colorectal cancer (SCC) patients and 181 hereditary colorectal cancer (HCC) patients. Among them, 701 SCC and 102 HCC patients received perioperative blood transfusion. The amount of T lymphocyte subsets and natural killer (NK) cells was measured. All patients received a 10-year follow-up and relapse, metastasis and curative conditions were recorded. RESULTS In SCC group, mortality, local recurrence and distant metastasis rate of transfused patients were significantly higher than non-transfused patients (all P <0.05). In HCC group, mortality was apparently higher in transfused patients than non-transfused patients (P = 0.002). SCC patients transfused with ≥3 U of blood had significantly higher mortality than patients transfused with <3 U (P = 0.006). The amount of T lymphocyte subsets and NK cells showed statistical differences before and after perioperative blood transfusion in SCC and HCC patients (all P <0.05). Also, there existed statistical differences in CD4+/CD8+ ratio among SCC patients before and after the perioperative blood transfusion (P <0.05). CC patients who received perioperative blood transfusion had markedly lower 10-year survival rates as compared with those who did not receive (both P <0.05). SCC patients transfused with ≥3 U of blood had remarkably lower survival rates compared with SCC patients transfused with <3 U (P = 0.002). CONCLUSIONS Perioperative blood transfusion could impact immune function, increased postoperative mortality, local recurrence rate and distant metastasis rate in CC patients; and survival rate of CC patients is negatively related to blood transfusion volume.
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Perioperative blood transfusion is associated with a gene transcription profile characteristic of immunosuppression: a prospective cohort study. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2014; 18:541. [PMID: 25270110 PMCID: PMC4201915 DOI: 10.1186/s13054-014-0541-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2014] [Accepted: 09/09/2014] [Indexed: 02/07/2023]
Abstract
Introduction Blood transfusion in the perioperative period has frequently been associated with an excess of nosocomial infections. Whilst transfused whole blood induces specific host immune alteration that may predispose to nosocomial infections, the immunomodulating properties associated with leukodepleted blood remain incompletely understood. In this study, we explore the hypothesis that the transfusion of leukodepleted allogeneic blood during or following major gastrointestinal surgery is associated with an immunosuppressed phenotype, which may in turn predispose to postoperative infectious complications. Methods Patients aged over 45 years undergoing scheduled inpatient major gastrointestinal surgery were recruited. Gene expression profiles of specific inflammatory genes were assayed from blood collected preoperatively, at 24 and at 48 hours after surgery. Genes were selected based on their ability to represent specific immune pathways. Gene expression was quantified using quantitative real-time polymerase chain reaction (qRT-PCR) to measure messenger RNA (mRNA) levels. Postoperative infections were documented using predefined criteria. Results One hundred and nineteen patients were recruited. Fifteen (13%) patients required blood transfusion within 24 hours of surgery, 44 (37%) patients developed infections and 3 (2%) patients died prior to discharge. Patients receiving a blood transfusion were more likely to develop postoperative infections (P =0.02) and to have lower tumour necrosis factor alpha (TNFα), interleukin (IL)-12, IL-23 and RAR-related orphan receptor gamma T (RORγt) gene expression in the postoperative period (P <0.05). The TNFα/IL-10 mRNA ratio at 24 hours (P =0.0006) and at 48 hours (P =0.01) was lower in patients receiving a blood transfusion over this period. Multivariable analysis confirmed that these observations were independent of the severity of the surgical insult. Conclusions An association between an immunosuppressive pattern of gene expression and blood transfusion following major elective gastrointestinal surgery is described. This gene expression profile includes a reduction in the activity of innate immunity and T helper cell type 1 (Th1) and T helper cell type 17 (Th17) pathways in those patients receiving a blood transfusion. Blood transfusion was also associated with an excess of infectious complications in this cohort. A mechanistic link is suggested but not proven. Electronic supplementary material The online version of this article (doi:10.1186/s13054-014-0541-x) contains supplementary material, which is available to authorized users.
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