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Jiang W, Fang Y, Ding X, Luo Z, Zhang D, Xu X, Xu J. Association between inflammatory biomarkers and postoperative acute kidney injury after cardiac surgery in patients with preoperative renal dysfunction: a retrospective pilot analysis. J Cardiothorac Surg 2024; 19:583. [PMID: 39358811 PMCID: PMC11448243 DOI: 10.1186/s13019-024-03067-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 09/15/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Acute kidney injury (AKI) represents a significant post-cardiac surgery complication, particularly prevalent among individuals with pre-existing renal dysfunction. Chronic kidney disease (CKD) is frequently accompanied by persistent, low-grade inflammation, which is known to exacerbate systemic stress responses during surgical procedures. This study hypothesizes that these inflammatory responses might influence the incidence and severity of postoperative acute kidney injury (AKI), potentially serving as a protective mechanism by preconditioning the kidney to stress. METHODS This retrospective study enrolled patients with preoperative renal dysfunction (eGFR between 15 and 60 ml/min/1.73 m²) who underwent cardiac surgery between January 2020 and December 2022. Preoperative inflammatory biomarkers were evaluated. The primary outcome was the incidence of postoperative AKI, as defined by the Kidney Disease: Improving Global Outcomes (KDIGO) criteria. Multivariate regression models and sensitivity analyses were conducted to ascertain the relationship between inflammatory biomarkers and AKI. Restricted cubic spines (RCS) was conducted to explore nonlinear associations between inflammatory biomarkers and AKI. RESULTS AKI occurred in 53.4% (392/734) of patients, accompanied by significant mortality and length of hospital stay increases in cases of AKI (P < 0.005). After full adjustment of confounders, neutrophil percentage-to-albumin ratio (OR = 0.28), systemic inflammation response index (OR = 0.70), systemic immune inflammation index (OR = 0.69), neutrophil-to-lymphocyte ratio (OR = 0.70), monocyte/high-density lipoprotein cholesterol ratio (OR = 0.53), neutrophil/high-density lipoprotein cholesterol ratio (OR = 0.43) demonstrated an inverse association with AKI. Sensitivity analyses revealed that patients in the highest quartile of these biomarkers exhibited a significantly lower prevalence of AKI compared to those in the lowest quartile (p for trend < 0.05). The RCS analysis suggested an "Inverted U-shaped" association of both LnNPAR and LnSIRI with AKI. CONCLUSIONS This study identified an inverse association between preoperative inflammatory biomarkers and postoperative AKI in patients with preoperative renal dysfunction. The findings implied that preoperative inflammation may play a protective role against postoperative AKI in this patient population undergoing cardiac surgery.
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Affiliation(s)
- Wuhua Jiang
- Department of Nephrology, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, China
| | - Yi Fang
- Department of Nephrology, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, China
- Shanghai Institute of Kidney and Dialysis, Shanghai, China
| | - Xiaoqiang Ding
- Department of Nephrology, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, China.
- Shanghai Institute of Kidney and Dialysis, Shanghai, China.
| | - Zhe Luo
- Department of Cardiac Surgery Intensive Care Unit, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Dong Zhang
- Department of Nephrology, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, China
| | - Xialian Xu
- Department of Nephrology, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, China.
- Shanghai Institute of Kidney and Dialysis, Shanghai, China.
| | - Jiarui Xu
- Department of Nephrology, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, China.
- Shanghai Institute of Kidney and Dialysis, Shanghai, China.
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Rajasekaran S, Kort E, Hackbarth R, Davis AT, Sanfilippo D, Fitzgerald R, Zuiderveen S, Ndika AN, Beauchamp H, Olivero A, Hassan N. Red cell transfusions as an independent risk for mortality in critically ill children. J Intensive Care 2016; 4:2. [PMID: 26744626 PMCID: PMC4704419 DOI: 10.1186/s40560-015-0122-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Accepted: 12/29/2015] [Indexed: 01/28/2023] Open
Abstract
Background Severity of illness is an important consideration in making the decision to transfuse as it is the sicker patient that often needs a red cell transfusion. Red blood cell (RBC) transfusions could potentially have direct effects and interact with presenting illness by contributing to pathologies such as multi-organ dysfunction and acute lung injury thus exerting a considerable impact on overall morbidity and mortality. In this study, we examine if transfusion is an independent predictor of mortality, or if outcomes are merely a result of the initial severity as predicted by Pediatric Risk of Mortality (PRISM) III, Pediatric Index of Mortality (PIM2), and day 1 Pediatric Logistic Organ Dysfunction (PELOD) scores. Methods A single center retrospective study was conducted using data from a prospectively maintained transfusion database and center-specific data at our pediatric ICU between January 2009 and December 2012. Multivariate regression was used to control for the effects of clinical findings, therapy, and severity scores, with mortality as the dependent variable. Likelihood ratios and area under the curve were used to test the fidelity of severity scores by comparing transfused vs. non-transfused patients. Results There were 4975 admissions that met entry criteria. In multivariate analysis, PRISM III scores and serum hemoglobin were significant predictors of transfusion (p < 0.05). Transfused and non-transfused subjects were distinctly disparate, so multivariate regression was used to control for differences. Severity scores, age, volume transfused, and vasoactive agents were significantly associated with mortality whereas hemoglobin was not. A substantial number of transfusions (45 %) occurred in the first 24 h, and patients transfused later (24–48 h) were more likely to die compared to this earlier time point. Likelihood ratio testing revealed statistically significant differences in severity scoring systems to predict mortality in transfused vs. non-transfused patients. Conclusions This study suggests that RBC transfusion is an important risk factor that is statistically independent of severity. The timing of transfusions that related strongest to mortality remained outside the purview of severity scoring, as these happened beyond the timing of data collection for most scoring systems.
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Affiliation(s)
- Surender Rajasekaran
- Department of Pediatric Critical Care Medicine, Helen DeVos Children's Hospital, 100 Michigan St N.E., Grand Rapids, MI 49503 USA ; Department of Pediatrics, Michigan State University College of Human Medicine. Grand Rapids, Grand Rapids, MI USA
| | - Eric Kort
- Department of Pediatric Hospitalists, Helen DeVos Children's Hospital, Grand Rapids, MI USA ; Department of Pediatrics, Michigan State University College of Human Medicine. Grand Rapids, Grand Rapids, MI USA
| | - Richard Hackbarth
- Department of Pediatric Critical Care Medicine, Helen DeVos Children's Hospital, 100 Michigan St N.E., Grand Rapids, MI 49503 USA ; Department of Pediatrics, Michigan State University College of Human Medicine. Grand Rapids, Grand Rapids, MI USA
| | - Alan T Davis
- Department of Research, Grand Rapids Medical Education Partners and Michigan State University, Grand Rapids, MI USA ; Department of Surgery, Michigan State University, Grand Rapids, MI USA
| | - Dominic Sanfilippo
- Department of Pediatric Critical Care Medicine, Helen DeVos Children's Hospital, 100 Michigan St N.E., Grand Rapids, MI 49503 USA ; Department of Pediatrics, Michigan State University College of Human Medicine. Grand Rapids, Grand Rapids, MI USA
| | - Robert Fitzgerald
- Department of Pediatric Critical Care Medicine, Helen DeVos Children's Hospital, 100 Michigan St N.E., Grand Rapids, MI 49503 USA ; Department of Pediatrics, Michigan State University College of Human Medicine. Grand Rapids, Grand Rapids, MI USA
| | - Sandra Zuiderveen
- Department of Pediatric Critical Care Medicine, Helen DeVos Children's Hospital, 100 Michigan St N.E., Grand Rapids, MI 49503 USA
| | - Akunne N Ndika
- Department of Pediatric Critical Care Medicine, Helen DeVos Children's Hospital, 100 Michigan St N.E., Grand Rapids, MI 49503 USA
| | - Hilary Beauchamp
- Department of Pediatrics, Michigan State University College of Human Medicine. Grand Rapids, Grand Rapids, MI USA
| | - Anthony Olivero
- Department of Pediatric Critical Care Medicine, Helen DeVos Children's Hospital, 100 Michigan St N.E., Grand Rapids, MI 49503 USA ; Department of Pediatrics, Michigan State University College of Human Medicine. Grand Rapids, Grand Rapids, MI USA
| | - Nabil Hassan
- Department of Pediatric Critical Care Medicine, Helen DeVos Children's Hospital, 100 Michigan St N.E., Grand Rapids, MI 49503 USA ; Department of Pediatrics, Michigan State University College of Human Medicine. Grand Rapids, Grand Rapids, MI USA
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Burnouf T, Chou ML, Goubran H, Cognasse F, Garraud O, Seghatchian J. An overview of the role of microparticles/microvesicles in blood components: Are they clinically beneficial or harmful? Transfus Apher Sci 2015; 53:137-45. [PMID: 26596959 DOI: 10.1016/j.transci.2015.10.010] [Citation(s) in RCA: 85] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Blood cells and tissues generate heterogeneous populations of cell-derived vesicles, ranging from approximately 50 nm to 1 µm in diameter. Under normal physiological conditions and as an essential part of an energy-dependent natural process, microparticles (MPs) are continuously shed into the circulation from membranes of all viable cells such as megakaryocytes, platelets, red blood cells, white blood cells and endothelial cells. MP shedding can also be triggered by pathological activation of inflammatory processes and activation of coagulation or complement systems, or even by shear stress in the circulation. Structurally, MPs have a bilayered phospholipid structure exposing coagulant-active phosphatidylserine and expressing various membrane receptors, and they serve as cell-to-cell shuttles for bioactive molecules such as lipids, growth factors, microRNAs, and mitochondria. It was established that ex vivo processing of blood into its components, involving centrifugation, processing by various apheresis procedures, leucoreduction, pathogen reduction, and finally storage in different media and different types of blood bags, can impact MP generation and content. This is mostly due to exposure of the collected blood to anticoagulant/storage media and due to shear stresses or activation, contact with artificial surfaces, or exposure to various leucocyte-removal filters and pathogen-reduction treatments. Such artificially generated MPs, which are added to the original pool of MPs collected from the donor, may exhibit specific functional characteristics, as MPs are not an inert element of blood components. Not surprisingly, MPs' roles and functionality are therefore increasingly seen to be fully relevant to the field of transfusion medicine, and as a parameter of blood safety that must be considered in haemovigilance programmes. Continual advancements in assessment methods of MPs and storage lesions are gradually leading to a better understanding of the impacts of blood collection on MP generation, while clinical research should clarify links of MPs with transfusion reactions and certain clinical disorders. Harmonization and consensus in sampling protocols, sample handling and processing, and assessment methods are needed to achieve consensual interpretations. This review focuses on the role of MPs as an essential laboratory tool and as a most effective player in transfusion science and medicine and in health and disease.
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Affiliation(s)
- Thierry Burnouf
- Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei, Taiwan.
| | - Ming-Li Chou
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Hadi Goubran
- Saskatoon Cancer Centre, College of Medicine, University of Saskatchewan, Saskatoon, Canada
| | - Fabrice Cognasse
- Etablissement Français du Sang Auvergne-Loire, Saint-Etienne, France; GIMAP-EA3064, Université de Lyon, Saint Etienne, France
| | - Olivier Garraud
- Etablissement Français du Sang Auvergne-Loire, Saint-Etienne, France; Institut National de Transfusion Sanguine (INTS), Paris, France
| | - Jerard Seghatchian
- International Consultancy in Blood Components Quality/Safety, Audit/Inspection and DDR Strategy, London, UK.
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