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Fitzgerald JC, Weiss SL. "Rocking" Continuous Renal Replacement Therapy Management in Children and Young Adults With Sepsis: Impact of Hemodynamic Support on Outcomes. Crit Care Med 2024; 52:1796-1799. [PMID: 39418001 DOI: 10.1097/ccm.0000000000006424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Affiliation(s)
- Julie C Fitzgerald
- Department of Anesthesiology and Critical Care, The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- The Children's Hospital of Philadelphia Pediatric Sepsis Program, Philadelphia, PA
| | - Scott L Weiss
- Division of Critical Care, Department of Pediatrics, Nemours Children's Hospital, Wilmington, DE
- Departments of Pediatrics & Pathology, Anatomy, and Cell Biology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA
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Ma X, Dou J, Wang C, Miao H, Shi J, Cui Y, Zhou Y, Zhang Y. The death risk of pediatric patients with cancer-related sepsis requiring continuous renal replacement therapy: a retrospective cohort study. J Pediatr (Rio J) 2024; 100:614-621. [PMID: 38797509 DOI: 10.1016/j.jped.2024.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 04/25/2024] [Accepted: 04/25/2024] [Indexed: 05/29/2024] Open
Abstract
OBJECTIVE To assess the outcome of patients with cancer-related sepsis requiring continuous renal replacement therapy (CRRT) in a single-center pediatric intensive care unit (PICU). METHOD Children with sepsis who necessitate CRRT from January 2017 to December 2021 were enrolled. The patients with leukemia/lymphoma or solid tumors were defined as underlying cancer. Multivariate logistic regression analysis was performed to identify the death risk factors in patients with cancer-related sepsis. RESULTS A total of 146 patients were qualified for inclusion. Forty-six (31.5%) patients with cancer-related sepsis and 100 (68.5%) non-cancer-related sepsis. The overall PICU mortality was 28.1% (41/146), and mortality was significantly higher in cancer-related sepsis patients compared with non-cancer patients (41.3% vs. 22.0%, p = 0.016). Need mechanical ventilation, p-SOFA, acute liver failure, higher fluid overload at CRRT initiation, hypoalbuminemia, and high inotropic support were associated with PICU mortality in cancer-related sepsis patients. Moreover, levels of IL-6, total bilirubin, creatinine, blood urea nitrogen, and international normalized ratio were significantly higher in non-survivors than survivors. In multivariate logistic regression analysis, pediatric sequential organ failure assessment (p-SOFA) score (OR:1.805 [95%CI: 1.047-3.113]) and serum albumin level (OR: 0.758 [95%CI: 0.581 -0.988]) were death risk factors in cancer-related sepsis receiving CRRT, and the AUC of combined index of p-SOFA and albumin was 0.852 (95% CI: 0.730-0.974). CONCLUSION The overall PICU mortality is high in cancer-related sepsis necessitating CRRT. Higher p-SOFA and lower albumin were independent risk factors for PICU mortality.
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Affiliation(s)
- Xiaoxuan Ma
- Department of Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jiaying Dou
- Department of Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Chunxia Wang
- Department of Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Institute of Pediatric Critical Care, Shanghai Jiao Tong University, Shanghai, China
| | - Huijie Miao
- Department of Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jingyi Shi
- Department of Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yun Cui
- Department of Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Institute of Pediatric Critical Care, Shanghai Jiao Tong University, Shanghai, China
| | - Yiping Zhou
- Department of Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yucai Zhang
- Department of Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Institute of Pediatric Critical Care, Shanghai Jiao Tong University, Shanghai, China.
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Stanski NL, Gist KM, Hasson D, Stenson EK, Seo J, Ollberding NJ, Muff-Luett M, Cortina G, Alobaidi R, See E, Kaddourah A, Fuhrman DY. Characteristics and Outcomes of Children and Young Adults With Sepsis Requiring Continuous Renal Replacement Therapy: A Comparative Analysis From the Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK). Crit Care Med 2024; 52:1686-1699. [PMID: 39258974 DOI: 10.1097/ccm.0000000000006405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
OBJECTIVES Pediatric sepsis-associated acute kidney injury (AKI) often requires continuous renal replacement therapy (CRRT), but limited data exist regarding patient characteristics and outcomes. We aimed to describe these features, including the impact of possible dialytrauma (i.e., vasoactive requirement, negative fluid balance) on outcomes, and contrast them to nonseptic patients in an international cohort of children and young adults receiving CRRT. DESIGN A secondary analysis of Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK), an international, multicenter, retrospective study. SETTING Neonatal, cardiac and PICUs at 34 centers in nine countries from January 1, 2015, to December 31, 2021. PATIENTS Patients 0-25 years old requiring CRRT for AKI and/or fluid overload. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Among 1016 patients, 446 (44%) had sepsis at CRRT initiation and 650 (64%) experienced Major Adverse Kidney Events at 90 days (MAKE-90) (defined as a composite of death, renal replacement therapy [RRT] dependence, or > 25% decline in estimated glomerular filtration rate from baseline at 90 d from CRRT initiation). Septic patients were less likely to liberate from CRRT by 28 days (30% vs. 38%; p < 0.001) and had higher rates of MAKE-90 (70% vs. 61%; p = 0.002) and higher mortality (47% vs. 31%; p < 0.001) than nonseptic patients; however, septic survivors were less likely to be RRT dependent at 90 days (10% vs. 18%; p = 0.011). On multivariable regression, pre-CRRT vasoactive requirement, time to negative fluid balance, and median daily fluid balance over the first week of CRRT were not associated with MAKE-90; however, increasing duration of vasoactive requirement was independently associated with increased odds of MAKE-90 (adjusted OR [aOR], 1.16; 95% CI, 1.05-1.28) and mortality (aOR, 1.20; 95% CI, 1.1-1.32) for each additional day of support. CONCLUSIONS Septic children requiring CRRT have different clinical characteristics and outcomes compared with those without sepsis, including higher rates of mortality and MAKE-90. Increasing duration of vasoactive support during the first week of CRRT, a surrogate of potential dialytrauma, appears to be associated with these outcomes.
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Affiliation(s)
- Natalja L Stanski
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Katja M Gist
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
- Divsion of Cardiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Denise Hasson
- Division of Pediatric Critical Care Medicine, Hassenfeld Children's Hospital at NYU Langone, New York, NY
| | - Erin K Stenson
- Department of Pediatrics, Univeristy of Colorado Anschutz Medical Campus, Children's Hospital of Colorado, Aurora, CO
| | - JangDong Seo
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Nicholas J Ollberding
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Melissa Muff-Luett
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE
| | | | | | - Emily See
- The Royal Children's Hospital, Melbourne, VIC, Australia
| | - Ahmad Kaddourah
- Weill Cornell Medical College-Qatar, Al Rayyan, Qatar
- Sidra Medicine, Doha, Qatar
| | - Dana Y Fuhrman
- Division of Pediatrics and Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
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Fanous MS, de la Cruz JE, Michael OS, Afolabi JM, Kumar R, Adebiyi A. EARLY FLUID PLUS NOREPINEPHRINE RESUSCITATION DIMINISHES KIDNEY HYPOPERFUSION AND INFLAMMATION IN SEPTIC NEWBORN PIGS. Shock 2024; 61:885-893. [PMID: 38662580 PMCID: PMC11251746 DOI: 10.1097/shk.0000000000002343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024]
Abstract
ABSTRACT Sepsis is the most frequent risk factor for acute kidney injury (AKI) in critically ill infants. Sepsis-induced dysregulation of kidney microcirculation in newborns is unresolved. The objective of this study was to use the translational swine model to evaluate changes in kidney function during the early phase of sepsis in newborns and the impact of fluid plus norepinephrine resuscitation. Newborn pigs (3-7-day-old) were allocated randomly to three groups: 1) sham, 2) sepsis (cecal ligation and puncture) without subsequent resuscitation, and 3) sepsis with lactated Ringer plus norepinephrine resuscitation. All animals underwent standard anesthesia and mechanical ventilation. Cardiac output and glomerular filtration rate were measured noninvasively. Mean arterial pressure, total renal blood flow, cortical perfusion, medullary perfusion, and medullary tissue oxygen tension (mtPO 2 ) were determined for 12 h. Cecal ligation and puncture decreased mean arterial pressure and cardiac output by more than 50%, with a proportional increase in renal vascular resistance and a 60-80% reduction in renal blood flow, cortical perfusion, medullary perfusion, and mtPO 2 compared to sham. Cecal ligation and puncture also decreased glomerular filtration rate by ~79% and increased AKI biomarkers. Isolated foci of tubular necrosis were observed in the septic piglets. Except for mtPO 2 , changes in all these parameters were ameliorated in resuscitated piglets. Resuscitation also attenuated sepsis-induced increases in the levels of plasma C-reactive protein, proinflammatory cytokines, lactate dehydrogenase, alanine transaminase, aspartate aminotransferase, and renal NLRP3 inflammasome. These data suggest that newborn pigs subjected to cecal ligation and puncture develop hypodynamic septic AKI. Early implementation of resuscitation lessens the degree of inflammation, AKI, and liver injury.
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Affiliation(s)
- Mina S. Fanous
- Stormont Vail Pediatric Critical Care, Topeka, Kansas
- Department of Physiology, University of TN Health Science Center, Memphis, Tennessee
| | - Julia E. de la Cruz
- Department of Physiology, University of TN Health Science Center, Memphis, Tennessee
- Department of Medical Pharmacology and Physiology, University of Missouri, Columbia, Missouri
| | - Olugbenga S. Michael
- Department of Physiology, University of TN Health Science Center, Memphis, Tennessee
- Department of Medical Pharmacology and Physiology, University of Missouri, Columbia, Missouri
| | - Jeremiah M. Afolabi
- Department of Physiology, University of TN Health Science Center, Memphis, Tennessee
| | - Ravi Kumar
- Department of Physiology, University of TN Health Science Center, Memphis, Tennessee
- Department of Medical Pharmacology and Physiology, University of Missouri, Columbia, Missouri
| | - Adebowale Adebiyi
- Department of Physiology, University of TN Health Science Center, Memphis, Tennessee
- Department of Medical Pharmacology and Physiology, University of Missouri, Columbia, Missouri
- NextGen Precision Health, University of Missouri, Columbia, Missouri
- Department of Anesthesiology and Perioperative Medicine, University of Missouri, Columbia, Missouri
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Wang T, Huang Y, Zhang X, Zhang Y, Zhang X. Advances in metabolic reprogramming of renal tubular epithelial cells in sepsis-associated acute kidney injury. Front Physiol 2024; 15:1329644. [PMID: 38312312 PMCID: PMC10834781 DOI: 10.3389/fphys.2024.1329644] [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: 10/29/2023] [Accepted: 01/09/2024] [Indexed: 02/06/2024] Open
Abstract
Sepsis-associated acute kidney injury presents as a critical condition characterized by prolonged hospital stays, elevated mortality rates, and an increased likelihood of transition to chronic kidney disease. Sepsis-associated acute kidney injury suppresses fatty acid oxidation and oxidative phosphorylation in the mitochondria of renal tubular epithelial cells, thus favoring a metabolic shift towards glycolysis for energy production. This shift acts as a protective mechanism for the kidneys. However, an extended reliance on glycolysis may contribute to tubular atrophy, fibrosis, and subsequent chronic kidney disease progression. Metabolic reprogramming interventions have emerged as prospective strategies to counteract sepsis-associated acute kidney injury by restoring normal metabolic function, offering potential therapeutic and preventive modalities. This review delves into the metabolic alterations of tubular epithelial cells associated with sepsis-associated acute kidney injury, stressing the importance of metabolic reprogramming for the immune response and the urgency of metabolic normalization. We present various intervention targets that could facilitate the recovery of oxidative phosphorylation-centric metabolism. These novel insights and strategies aim to transform the clinical prevention and treatment landscape of sepsis-associated acute kidney injury, with a focus on metabolic mechanisms. This investigation could provide valuable insights for clinicians aiming to enhance patient outcomes in the context of sepsis-associated acute kidney injury.
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Affiliation(s)
- Tiantian Wang
- Department of Critical Care Medicine, The Affiliated Huaian No 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Ying Huang
- Department of Critical Care Medicine, The Affiliated Huaian No 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Xiaobei Zhang
- Department of Critical Care Medicine, The Affiliated Huaian No 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Yi Zhang
- Department of Critical Care Medicine, The Affiliated Huaian No 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Xiangcheng Zhang
- Department of Critical Care Medicine, The Affiliated Huaian No 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
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Atreya MR, Piraino G, Cvijanovich NZ, Fitzgerald JC, Weiss SL, Bigham MT, Jain PN, Schwarz AJ, Lutfi R, Nowak J, Thomas NJ, Baines T, Haileselassie B, Zingarelli B. SERUM HUMANIN IN PEDIATRIC SEPTIC SHOCK-ASSOCIATED MULTIPLE-ORGAN DYSFUNCTION SYNDROME. Shock 2024; 61:83-88. [PMID: 37917869 PMCID: PMC10842252 DOI: 10.1097/shk.0000000000002266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2023]
Abstract
ABSTRACT Background: Multiple-organ dysfunction syndrome disproportionately contributes to pediatric sepsis morbidity. Humanin (HN) is a small peptide encoded by mitochondrial DNA and thought to exert cytoprotective effects in endothelial cells and platelets. We sought to test the association between serum HN (sHN) concentrations and multiple-organ dysfunction syndrome in a prospectively enrolled cohort of pediatric septic shock. Methods: Human MT-RNR2 ELISA was used to determine sHN concentrations on days 1 and 3. The primary outcome was thrombocytopenia-associated multiorgan failure (TAMOF). Secondary outcomes included individual organ dysfunctions on day 7. Associations across pediatric sepsis biomarker (PERSEVERE)-based mortality risk strata and correlation with platelet and markers of endothelial activation were tested. Results: One hundred forty subjects were included in this cohort, of whom 39 had TAMOF. The concentration of sHN was higher on day 1 relative to day 3 and among those with TAMOF phenotype in comparison to those without. However, the association between sHN and TAMOF phenotype was not significant after adjusting for age and illness severity in multivariate models. In secondary analyses, sHN was associated with presence of day 7 sepsis-associated acute kidney injury ( P = 0.049). Furthermore, sHN was higher among those with high PERSEVERE-mortality risk strata and correlated with platelet counts and several markers of endothelial activation. Conclusion: Future investigation is necessary to validate the association between sHN and sepsis-associated acute kidney injury among children with septic shock. Furthermore, mechanistic studies that elucidate the role of HN may lead to therapies that promote organ recovery through restoration of mitochondrial homeostasis among those critically ill.
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Affiliation(s)
| | - Giovanna Piraino
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, 45229, OH, USA
| | | | | | - Scott L Weiss
- Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | | | - Parag N Jain
- Texas Children's Hospital and Baylor College of Medicine, Houston, TX 77030, USA
| | - Adam J Schwarz
- Children's Hospital of Orange County, Orange, CA 92868, USA
| | - Riad Lutfi
- Riley Hospital for Children, Indianapolis, IN 46202, USA
| | - Jeffrey Nowak
- Children's Hospital and Clinics of Minnesota, Minneapolis, MN 55404, USA
| | - Neal J Thomas
- Penn State Hershey Children's Hospital, Hershey, PA 17033, USA
| | - Torrey Baines
- University of Florida Health Shands Children's Hospital, Gainesville, FL 32610, USA
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Stanski NL, Basu RK, Cvijanovich NZ, Fitzgerald JC, Bigham MT, Jain PN, Schwarz AJ, Lutfi R, Thomas NJ, Baines T, Haileselassie B, Weiss SL, Atreya MR, Lautz AJ, Zingarelli B, Standage SW, Kaplan J, Chawla LS, Goldstein SL. External validation of the modified sepsis renal angina index for prediction of severe acute kidney injury in children with septic shock. Crit Care 2023; 27:463. [PMID: 38017578 PMCID: PMC10683237 DOI: 10.1186/s13054-023-04746-6] [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: 10/05/2023] [Accepted: 11/18/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Acute kidney injury (AKI) occurs commonly in pediatric septic shock and increases morbidity and mortality. Early identification of high-risk patients can facilitate targeted intervention to improve outcomes. We previously modified the renal angina index (RAI), a validated AKI prediction tool, to improve specificity in this population (sRAI). Here, we prospectively assess sRAI performance in a separate cohort. METHODS A secondary analysis of a prospective, multicenter, observational study of children with septic shock admitted to the pediatric intensive care unit from 1/2019 to 12/2022. The primary outcome was severe AKI (≥ KDIGO Stage 2) on Day 3 (D3 severe AKI), and we compared predictive performance of the sRAI (calculated on Day 1) to the original RAI and serum creatinine elevation above baseline (D1 SCr > Baseline +). Original renal angina fulfillment (RAI +) was defined as RAI ≥ 8; sepsis renal angina fulfillment (sRAI +) was defined as RAI ≥ 20 or RAI 8 to < 20 with platelets < 150 × 103/µL. RESULTS Among 363 patients, 79 (22%) developed D3 severe AKI. One hundred forty (39%) were sRAI + , 195 (54%) RAI + , and 253 (70%) D1 SCr > Baseline + . Compared to sRAI-, sRAI + had higher risk of D3 severe AKI (RR 8.9, 95%CI 5-16, p < 0.001), kidney replacement therapy (KRT) (RR 18, 95%CI 6.6-49, p < 0.001), and mortality (RR 2.5, 95%CI 1.2-5.5, p = 0.013). sRAI predicted D3 severe AKI with an AUROC of 0.86 (95%CI 0.82-0.90), with greater specificity (74%) than D1 SCr > Baseline (36%) and RAI + (58%). On multivariable regression, sRAI + retained associations with D3 severe AKI (aOR 4.5, 95%CI 2.0-10.2, p < 0.001) and need for KRT (aOR 5.6, 95%CI 1.5-21.5, p = 0.01). CONCLUSIONS Prediction of severe AKI in pediatric septic shock is important to improve outcomes, allocate resources, and inform enrollment in clinical trials examining potential disease-modifying therapies. The sRAI affords more accurate and specific prediction than context-free SCr elevation or the original RAI in this population.
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Affiliation(s)
- Natalja L Stanski
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave MLC 2005, Cincinnati, OH, 45229, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA.
| | - Rajit K Basu
- Division of Critical Care Medicine, Ann & Robert Lurie Children's Hospital of Chicago, Northwestern University, 225 E. Chicago Ave, Chicago, IL, 60611, USA
| | | | - Julie C Fitzgerald
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Michael T Bigham
- Akron Children's Hospital, 214 W Bowery St., Akron, OH, 44308, USA
| | - Parag N Jain
- Texas Children's Hospital and Baylor College of Medicine, 6621 Fannin Street, Houston, TX, 77030, USA
| | - Adam J Schwarz
- Children's Hospital of Orange County, 1201 W La Veta Ave, Orange, CA, 92868, USA
| | - Riad Lutfi
- Riley Hospital for Children, 705 Riley Hospital Drive, Indianapolis, IN, 46202, USA
| | - Neal J Thomas
- Penn State Health Children's Hospital, 600 University Drive, Hershey, PA, 17033, USA
| | - Torrey Baines
- University of Florida Health Shands Children's Hospital, 1600 South West Archer Rd, Gainesville, FL, 32608, USA
| | | | - Scott L Weiss
- Nemours Children's Health, 1600 Rockland Rd, Wilmington, DE, 19803, USA
| | - Mihir R Atreya
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave MLC 2005, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA
| | - Andrew J Lautz
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave MLC 2005, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA
| | - Basilia Zingarelli
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave MLC 2005, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA
| | - Stephen W Standage
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave MLC 2005, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA
| | - Jennifer Kaplan
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave MLC 2005, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA
| | - Lakhmir S Chawla
- Department of Medicine, Veterans Affairs Medical Center San Diego, 3350 La Jolla Village Drive, San Diego, CA, 92161, USA
| | - Stuart L Goldstein
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA
- Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
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Guzzo I, Paglialonga F. Critically ill children with septic shock: time to rediscover renin? Pediatr Nephrol 2023; 38:2907-2910. [PMID: 37087478 DOI: 10.1007/s00467-023-05985-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 04/10/2023] [Accepted: 04/10/2023] [Indexed: 04/24/2023]
Affiliation(s)
- Isabella Guzzo
- Pediatric Nephrology, Dialysis and Transplant Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Fabio Paglialonga
- Pediatric Nephrology, Dialysis and Transplant Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
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Stanski NL, Pode Shakked N, Zhang B, Cvijanovich NZ, Fitzgerald JC, Jain PN, Schwarz AJ, Nowak J, Weiss SL, Allen GL, Thomas NJ, Haileselassie B, Goldstein SL. Serum renin and prorenin concentrations predict severe persistent acute kidney injury and mortality in pediatric septic shock. Pediatr Nephrol 2023; 38:3099-3108. [PMID: 36939916 PMCID: PMC10588759 DOI: 10.1007/s00467-023-05930-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/24/2023] [Accepted: 02/24/2023] [Indexed: 03/21/2023]
Abstract
BACKGROUND Studies in critically ill adults demonstrate associations between serum renin concentrations (a proposed surrogate for renin-angiotensin-aldosterone system dysregulation) and poor outcomes, but data in critically ill children are lacking. We assessed serum renin + prorenin concentrations in children with septic shock to determine their predictive ability for acute kidney injury (AKI) and mortality. METHODS We conducted a secondary analysis of a multicenter observational study of children aged 1 week to 18 years admitted to 14 pediatric intensive care units (PICUs) with septic shock and residual serum available for renin + prorenin measurement. Primary outcomes were development of severe persistent AKI (≥ KDIGO stage 2 for ≥ 48 h) in the first week and 28-day mortality. RESULTS Among 233 patients, day 1 median renin + prorenin concentration was 3436 pg/ml (IQR 1452-6567). Forty-two (18%) developed severe persistent AKI and 32 (14%) died. Day 1 serum renin + prorenin predicted severe persistent AKI with an AUROC of 0.75 (95% CI 0.66-0.84, p < 0.0001; optimal cutoff 6769 pg/ml) and mortality with an AUROC of 0.79 (95% CI 0.69-0.89, p < 0.0001; optimal cutoff 6521 pg/ml). Day 3/day 1 (D3:D1) renin + prorenin ratio had an AUROC of 0.73 (95% CI 0.63-0.84, p < 0.001) for mortality. On multivariable regression, day 1 renin + prorenin > optimal cutoff retained associations with severe persistent AKI (aOR 6.8, 95% CI 3.0-15.8, p < 0.001) and mortality (aOR 6.9, 95% CI 2.2-20.9, p < 0.001). Similarly, D3:D1 renin + prorenin > optimal cutoff was associated with mortality (aOR 7.6, 95% CI 2.5-23.4, p < 0.001). CONCLUSIONS Children with septic shock have very elevated serum renin + prorenin concentrations on PICU admission, and these concentrations, as well as their trend over the first 72 h, predict severe persistent AKI and mortality. A higher resolution version of the Graphical abstract is available as Supplementary information.
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Affiliation(s)
- Natalja L Stanski
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA.
| | - Naomi Pode Shakked
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Bin Zhang
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | | | - Julie C Fitzgerald
- The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Parag N Jain
- Texas Children's Hospital and Baylor College of Medicine, 6621 Fannin Street, Houston, TX, 77030, USA
| | - Adam J Schwarz
- Children's Hospital of Orange County, 1201 W La Veta Ave, Orange, CA, 92868, USA
| | - Jeffrey Nowak
- Children's Minnesota, 2525 Chicago Ave, Minneapolis, MN, 55404, USA
| | - Scott L Weiss
- The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Geoffrey L Allen
- Children's Mercy Hospital, 2401 Gillham Road, Kansas City, MO, 64108, USA
| | - Neal J Thomas
- Penn State Health Children's Hospital, 600 University Dr, Hershey, PA, 17033, USA
| | | | - Stuart L Goldstein
- Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH, 45267, USA
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10
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Atreya MR, Cvijanovich NZ, Fitzgerald JC, Weiss SL, Bigham MT, Jain PN, Schwarz AJ, Lutfi R, Nowak J, Allen GL, Thomas NJ, Grunwell JR, Baines T, Quasney M, Haileselassie B, Alder MN, Goldstein SL, Stanski NL. Prognostic and predictive value of endothelial dysfunction biomarkers in sepsis-associated acute kidney injury: risk-stratified analysis from a prospective observational cohort of pediatric septic shock. Crit Care 2023; 27:260. [PMID: 37400882 PMCID: PMC10318688 DOI: 10.1186/s13054-023-04554-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 06/28/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Sepsis-associated acute kidney injury (SA-AKI) is associated with high morbidity, with no current therapies available beyond continuous renal replacement therapy (CRRT). Systemic inflammation and endothelial dysfunction are key drivers of SA-AKI. We sought to measure differences between endothelial dysfunction markers among children with and without SA-AKI, test whether this association varied across inflammatory biomarker-based risk strata, and develop prediction models to identify those at highest risk of SA-AKI. METHODS Secondary analyses of prospective observational cohort of pediatric septic shock. Primary outcome of interest was the presence of ≥ Stage II KDIGO SA-AKI on day 3 based on serum creatinine (D3 SA-AKI SCr). Biomarkers including those prospectively validated to predict pediatric sepsis mortality (PERSEVERE-II) were measured in Day 1 (D1) serum. Multivariable regression was used to test the independent association between endothelial markers and D3 SA-AKI SCr. We conducted risk-stratified analyses and developed prediction models using Classification and Regression Tree (CART), to estimate risk of D3 SA-AKI among prespecified subgroups based on PERSEVERE-II risk. RESULTS A total of 414 patients were included in the derivation cohort. Patients with D3 SA-AKI SCr had worse clinical outcomes including 28-day mortality and need for CRRT. Serum soluble thrombomodulin (sTM), Angiopoietin-2 (Angpt-2), and Tie-2 were independently associated with D3 SA-AKI SCr. Further, Tie-2 and Angpt-2/Tie-2 ratios were influenced by the interaction between D3 SA-AKI SCr and risk strata. Logistic regression demonstrated models predictive of D3 SA-AKI risk performed optimally among patients with high- or intermediate-PERSEVERE-II risk strata. A 6 terminal node CART model restricted to this subgroup of patients had an area under the receiver operating characteristic curve (AUROC) 0.90 and 0.77 upon tenfold cross-validation in the derivation cohort to distinguish those with and without D3 SA-AKI SCr and high specificity. The newly derived model performed modestly in a unique set of patients (n = 224), 84 of whom were deemed high- or intermediate-PERSEVERE-II risk, to distinguish those patients with high versus low risk of D3 SA-AKI SCr. CONCLUSIONS Endothelial dysfunction biomarkers are independently associated with risk of severe SA-AKI. Pending validation, incorporation of endothelial biomarkers may facilitate prognostic and predictive enrichment for selection of therapeutics in future clinical trials among critically ill children.
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Affiliation(s)
- Mihir R Atreya
- Division of Critical Care Medicine, MLC2005, Cincinnati Children's Hospital Medical Center and Cincinnati Children's Research Foundation, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA.
| | | | | | - Scott L Weiss
- Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | | | - Parag N Jain
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Adam J Schwarz
- Children's Hospital of Orange County, Orange, CA, 92868, USA
| | - Riad Lutfi
- Riley Hospital for Children, Indianapolis, IN, 46202, USA
| | - Jeffrey Nowak
- Children's Hospital and Clinics of Minnesota, Minneapolis, MN, 55404, USA
| | | | - Neal J Thomas
- Penn State Hershey Children's Hospital, Hershey, PA, 17033, USA
| | | | - Torrey Baines
- University of Florida Health Shands Children's Hospital, Gainesville, FL, 32610, USA
| | - Michael Quasney
- CS Mott Children's Hospital at the University of Michigan, Ann Arbor, MI, 48109, USA
| | | | - Matthew N Alder
- Division of Critical Care Medicine, MLC2005, Cincinnati Children's Hospital Medical Center and Cincinnati Children's Research Foundation, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
| | - Stuart L Goldstein
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
- Division of Nephrology, Cincinnati Children's Hospital Medical Center and Cincinnati Children's Research Foundation, Cincinnati, OH, 45229, USA
| | - Natalja L Stanski
- Division of Critical Care Medicine, MLC2005, Cincinnati Children's Hospital Medical Center and Cincinnati Children's Research Foundation, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
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11
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Stanski NL, Krallman KA, Chima RS, Goldstein SL. A risk-stratified assessment of biomarker-based acute kidney injury phenotypes in children. Pediatr Res 2023; 93:1354-1360. [PMID: 35933485 PMCID: PMC9899867 DOI: 10.1038/s41390-022-02233-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 06/06/2022] [Accepted: 07/24/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND The functional acute kidney injury (AKI) diagnostic tests serum creatinine (SCr) and urine output are imprecise and make management challenging. Combining tubular injury biomarkers with functional markers reveal AKI phenotypes that may facilitate personalized care. However, when and in whom to obtain injury biomarkers remains unclear. METHODS This was a prospective, observational study of patients admitted to a pediatric intensive care unit (PICU). Using the Renal Angina Index (RAI), subjects were screened for the presence (RAI+) or absence (RAI-) of renal angina 12 h post-admission and assigned an AKI phenotype using urinary NGAL (NGAL+: ≥150 ng/ml) and SCr (SCr+: ≥KDIGO Stage 1). Outcomes for each AKI phenotype were assessed and compared by RAI status. RESULTS In all, 200/247 (81%) subjects were RAI+. RAI+ subjects who were NGAL+ had higher risk of Day 3 AKI, renal replacement therapy use, and mortality and fewer ventilator- and PICU-free days, compared to NGAL-, irrespective of Day 0 SCr. Similar findings were not demonstrated in RAI- subjects, though NGAL+/SCr+ was associated with fewer ventilator- and PICU-free days compared to NGAL-/SCr+. CONCLUSIONS NGAL- and SCr-based AKI phenotypes provide improved prognostic information in children with renal angina (RAI+) and/or with SCr elevation. These populations may be appropriate for targeted biomarker testing. IMPACT New consensus recommendations encourage the integration of kidney tubular injury biomarkers such as urinary NGAL with serum creatinine for diagnosis and staging of acute kidney injury; however, no structured testing framework exists guiding when to test and in whom. Urinary NGAL- and serum creatinine-based acute kidney injury phenotypes increase diagnostic precision in critically ill children experiencing renal angina (RAI+) or serum creatinine-defined acute kidney injury. These data provide preliminary evidence for a proposed framework for directed urinary NGAL assessment in the pediatric intensive care unit.
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Affiliation(s)
- Natalja L Stanski
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
- Deparment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
- Center for Acute Care Nephrology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
| | - Kelli A Krallman
- Center for Acute Care Nephrology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Ranjit S Chima
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Deparment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Center for Acute Care Nephrology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Stuart L Goldstein
- Deparment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Center for Acute Care Nephrology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
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12
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Sepsis-associated acute kidney injury: consensus report of the 28th Acute Disease Quality Initiative workgroup. Nat Rev Nephrol 2023; 19:401-417. [PMID: 36823168 DOI: 10.1038/s41581-023-00683-3] [Citation(s) in RCA: 131] [Impact Index Per Article: 131.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2023] [Indexed: 02/25/2023]
Abstract
Sepsis-associated acute kidney injury (SA-AKI) is common in critically ill patients and is strongly associated with adverse outcomes, including an increased risk of chronic kidney disease, cardiovascular events and death. The pathophysiology of SA-AKI remains elusive, although microcirculatory dysfunction, cellular metabolic reprogramming and dysregulated inflammatory responses have been implicated in preclinical studies. SA-AKI is best defined as the occurrence of AKI within 7 days of sepsis onset (diagnosed according to Kidney Disease Improving Global Outcome criteria and Sepsis 3 criteria, respectively). Improving outcomes in SA-AKI is challenging, as patients can present with either clinical or subclinical AKI. Early identification of patients at risk of AKI, or at risk of progressing to severe and/or persistent AKI, is crucial to the timely initiation of adequate supportive measures, including limiting further insults to the kidney. Accordingly, the discovery of biomarkers associated with AKI that can aid in early diagnosis is an area of intensive investigation. Additionally, high-quality evidence on best-practice care of patients with AKI, sepsis and SA-AKI has continued to accrue. Although specific therapeutic options are limited, several clinical trials have evaluated the use of care bundles and extracorporeal techniques as potential therapeutic approaches. Here we provide graded recommendations for managing SA-AKI and highlight priorities for future research.
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13
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Tang Girdwood S, Hasson D, Caldwell JT, Slagle C, Dong S, Fei L, Tang P, Vinks AA, Kaplan J, Goldstein SL. Relationship between piperacillin concentrations, clinical factors and piperacillin/tazobactam-associated acute kidney injury. J Antimicrob Chemother 2023; 78:478-487. [PMID: 36545869 PMCID: PMC10169424 DOI: 10.1093/jac/dkac416] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 11/17/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Piperacillin/tazobactam, a commonly used antibiotic, is associated with acute kidney injury (AKI). The relationship between piperacillin concentrations and AKI remains unknown. OBJECTIVE Estimate piperacillin exposures in critically ill children and young adults administered piperacillin/tazobactam to identify concentrations and clinical factors associated with piperacillin-associated AKI. PATIENTS AND METHODS We assessed piperacillin pharmacokinetics in 107 patients admitted to the paediatric ICU who received at least one dose of piperacillin/tazobactam. Piperacillin AUC, highest peak (Cmax) and highest trough (Cmin) in the first 24 hours of therapy were estimated. Piperacillin-associated AKI was defined as Kidney Disease: Improving Global Outcomes (KDIGO) Stage 2/3 AKI present >24 hours after initial piperacillin/tazobactam dose. Likelihood of piperacillin-associated AKI was rated using the Naranjo Adverse Drug Reaction Probability Scale. Multivariable logistic regression was performed to identify patient and clinical predictors of piperacillin-associated AKI. RESULTS Out of 107 patients, 16 (15%) were rated as possibly or probably having piperacillin-associated AKI. Estimated AUC and highest Cmin in the first 24 hours were higher in patients with piperacillin-associated AKI (2042 versus 1445 mg*h/L, P = 0.03; 50.1 versus 10.7 mg/L, P < 0.001). Logistic regression showed predictors of piperacillin-associated AKI included higher Cmin (OR: 5.4, 95% CI: 1.7-23) and age (OR: 1.13, 95% CI: 1.05-1.25). CONCLUSIONS We show a relationship between estimated piperacillin AUC and highest Cmin in the first 24 hours of piperacillin/tazobactam therapy and piperacillin-associated AKI, suggesting total piperacillin exposure early in the course is associated with AKI development. These data could serve as the foundation for implementation of model-informed precision dosing to reduce AKI incidence in patients given piperacillin/tazobactam.
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Affiliation(s)
- Sonya Tang Girdwood
- Division of Hospital Medicine, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, MLC 9016, Cincinnati, OH, 45229, USA
- Division of Clinical Pharmacology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, 45229, USA
| | - Denise Hasson
- Division of Nephrology & Hypertension, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Center of Acute Care Nephrology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Division of Critical Care Medicine, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - J Timothy Caldwell
- Division of Nephrology & Hypertension, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - Cara Slagle
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, 45229, USA
- Center of Acute Care Nephrology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Division of Neonatal and Pulmonary Biology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - Shun Dong
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Department of Business, University of Kansas School of Business, 1654 Naismith Drive, USA
| | - Lin Fei
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, 45229, USA
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - Peter Tang
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, 45229, USA
- Division of Pathology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - Alexander A Vinks
- Division of Clinical Pharmacology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, 45229, USA
| | - Jennifer Kaplan
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, 45229, USA
- Division of Critical Care Medicine, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - Stuart L Goldstein
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH, 45229, USA
- Division of Nephrology & Hypertension, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Center of Acute Care Nephrology, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
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14
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Pediatric sepsis biomarkers for prognostic and predictive enrichment. Pediatr Res 2022; 91:283-288. [PMID: 34127800 PMCID: PMC8202042 DOI: 10.1038/s41390-021-01620-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 05/27/2021] [Accepted: 05/31/2021] [Indexed: 12/29/2022]
Abstract
Sepsis is a major public health problem in children throughout the world. Given that the treatment guidelines emphasize early recognition, there is interest in developing biomarkers of sepsis, and most attention is focused on diagnostic biomarkers. While there is a need for ongoing discovery and development of diagnostic biomarkers for sepsis, this review will focus on less well-known applications of sepsis biomarkers. Among patients with sepsis, the biomarkers can give information regarding the risk of poor outcome from sepsis, risk of sepsis-related organ dysfunction, and subgroups of patients with sepsis who share underlying biological features potentially amenable to targeted therapeutics. These types of biomarkers, beyond the traditional concept of diagnosis, address the important concepts of prognostic and predictive enrichment, which are key components of bringing the promise of precision medicine to the bedside of children with sepsis.
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15
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Stanski NL, Wong HR, Basu RK, Cvijanovich NZ, Fitzgerald JC, Weiss SL, Bigham MT, Jain PN, Schwarz A, Lutfi R, Nowak J, Allen GL, Thomas NJ, Grunwell JR, Quasney M, Haileselassie B, Chawla LS, Goldstein SL. Recalibration of the Renal Angina Index for Pediatric Septic Shock. Kidney Int Rep 2021; 6:1858-1867. [PMID: 34307980 PMCID: PMC8258591 DOI: 10.1016/j.ekir.2021.04.022] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 04/16/2021] [Indexed: 01/15/2023] Open
Abstract
Introduction Sepsis-associated acute kidney injury (AKI) is a common diagnosis in children that is associated with poor outcomes. The lack of therapeutic options once present makes early identification of at-risk patients essential. The renal angina index (RAI) has been previously validated to predict severe AKI in heterogeneous populations of critically ill children. The performance of this score specifically in children with septic shock is unknown. Methods A secondary analysis of a multicenter, prospective, observational study of 379 children with septic shock to determine the ability of the RAI to predict severe AKI at day 3, and to assess for the potential need for recalibration of the RAI in this unique subset of patients. Results At the original cutoff of ≥8, the RAI predicted day 3 severe AKI with an area under the receiving operating characteristic (AUROC) curve 0.90 (95% confidence interval [CI]: 0.86 to 93), 95% sensitivity, and 54% specificity. A Youden's index identified a higher optimal cutoff of ≥20 (sensitivity 83%, specificity 80%), and day 1 platelet count <150 × 103/μl was an independent predictor of severe AKI (adjusted odds ratio: 3.2; 95% CI: 1.7 to 6.3; P < 0.001). Recalibration of the RAI to include platelet count and this new threshold restored the sensitivity of the original ≥8 threshold (95%), while improving its specificity (69%). Conclusions The RAI appears to be a sensitive and reliable tool for prediction of severe AKI in children with septic shock, although the use of a recalibrated sepsis-specific RAI using a higher cutoff and platelet count may be beneficial.
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Affiliation(s)
- Natalja L Stanski
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Hector R Wong
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Rajit K Basu
- Children's Healthcare of Atlanta at Egleston, Atlanta, Georgia, USA
| | | | - Julie C Fitzgerald
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Scott L Weiss
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | | | - Parag N Jain
- Texas Children's Hospital and Baylor College of Medicine, Houston, Texas, USA
| | - Adam Schwarz
- Children's Hospital of Orange County, Orange, California, USA
| | - Riad Lutfi
- Riley Hospital for Children, Indianapolis, Indiana, USA
| | - Jeffrey Nowak
- Children's Hospital and Clinics of Minnesota, Minneapolis, Minnesota, USA
| | | | - Neal J Thomas
- Penn State Hershey Children's Hospital, Hershey, Pennsylvania, USA
| | | | - Michael Quasney
- CS Mott Children's Hospital at the University of Michigan, Ann Arbor, Michigan, USA
| | | | | | - Stuart L Goldstein
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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16
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Odum JD, Wong HR, Stanski NL. A Precision Medicine Approach to Biomarker Utilization in Pediatric Sepsis-Associated Acute Kidney Injury. Front Pediatr 2021; 9:632248. [PMID: 33937146 PMCID: PMC8079650 DOI: 10.3389/fped.2021.632248] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 03/22/2021] [Indexed: 12/29/2022] Open
Abstract
Sepsis is a leading cause of morbidity and mortality in critically ill children, and acute kidney injury (AKI) is a frequent complication that confers an increased risk for poor outcomes. Despite the documented consequences of sepsis-associated AKI (SA-AKI), no effective disease-modifying therapies have been identified to date. As such, the only treatment options for these patients remain prevention and supportive care, both of which rely on the ability to promptly and accurately identify at risk and affected individuals. To achieve these goals, a variety of biomarkers have been investigated to help augment our currently limited predictive and diagnostic strategies for SA-AKI, however, these have had variable success in pediatric sepsis. In this mini-review, we will briefly outline the current use of biomarkers for SA-AKI, and propose a new framework for biomarker discovery and utilization that considers the individual patient's sepsis inflammatory response. Now recognized to be a key driver in the complex pathophysiology of SA-AKI, understanding the dysregulated host immune response to sepsis is a growing area of research that can and should be leveraged to improve the prediction and diagnosis of SA-AKI, while also potentially identifying novel therapeutic targets. Reframing SA-AKI in this manner - as a direct consequence of the individual patient's sepsis inflammatory response - will facilitate a precision medicine approach to its management, something that is required to move the care of this consequential disorder forward.
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Affiliation(s)
- James D Odum
- Division of Critical Care, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Hector R Wong
- Division of Critical Care, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Natalja L Stanski
- Division of Critical Care, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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17
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Basu RK, Hackbarth R, Gillespie S, Akcan-Arikan A, Brophy P, Bagshaw S, Alobaidi R, Goldstein SL. Clinical phenotypes of acute kidney injury are associated with unique outcomes in critically ill septic children. Pediatr Res 2021; 90:1031-1038. [PMID: 33531676 PMCID: PMC7852056 DOI: 10.1038/s41390-021-01363-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 11/04/2020] [Accepted: 12/25/2020] [Indexed: 01/31/2023]
Abstract
BACKGROUND Assessment of acute kidney injury (AKI) in septic patients remains imprecise. In adults, the classification of septic patients by clinical AKI phenotypes (severity and timing) demonstrates unique associations with patient outcome vs. broadly defined AKI. METHODS In a multinational prospective observational study, AKI diagnosis in critically ill septic children was stratified by duration (transient vs. persistent) and severity (mild vs. severe by creatinine change and urine output). The outcomes of interest were mortality and intensive care unit resource complexity at 28 days. RESULTS Seven hundred and fifty-seven septic children were studied (male 52.7%, age 4.6 years (1.5-11.9)). Mortality (overall 12.1%) was different between severe AKI and mild AKI (18.3 vs. 4.4%, p < 0.001) as well as intensive care unit (ICU) complexity (overall 34.5%, 45 vs. 21.7%, p < 0.001). Patients with Persistent AKI had fewer ICU-free days (17 (7, 21) vs. 24 (17, 26), p < 0.001) and higher ICU complexity (52.8 vs. 22.9%, p = 0.002) than transient AKI, even after exclusion of patients with early mortality. AKI phenotypes incorporating temporal and severity data correlate with unique survival (range 4.4-21.6%) and ICU-free days (range of 15-25 days) CONCLUSIONS: The outcome of septic children with AKI changes by clinical phenotype. Our findings underscore the importance of prognostic enrichment in sepsis and AKI for the purpose of trial design and patient management. IMPACT Although AKI occurs commonly in patients with sepsis (S-AKI), outcomes for children with S-AKI varies based on the severity and timing of the AKI. Existing S-AKI pediatric data utilize a broad singular definition of kidney injury. Increasing the precision of AKI classification results in a new understanding of how S-AKI associates with patient outcome. A refined classification of S-AKI identifies subgroups of children, making possible a targeted and a personalized medicine approach to S-AKI study and management.
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Affiliation(s)
- Rajit K. Basu
- grid.189967.80000 0001 0941 6502Division of Pediatric Critical Care, Children’s Healthcare of Atlanta, Emory University, Atlanta, GA USA
| | - Richard Hackbarth
- grid.416230.20000 0004 0406 3236Division of Pediatric Critical Care, Helen DeVos Children’s Hospital, Spectrum Health, Grand Rapids, MI USA
| | - Scott Gillespie
- grid.189967.80000 0001 0941 6502Department of Pediatrics, Division of Biostatistics, Emory University, Atlanta, GA USA
| | - Ayse Akcan-Arikan
- grid.416975.80000 0001 2200 2638Department of Pediatrics, Sections of Critical Care and Nephrology, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX USA
| | - Patrick Brophy
- grid.438870.00000 0004 0451 2572Department of Pediatrics, Golisano Children’s Hospital, Fort Myers, FL USA
| | - Sean Bagshaw
- grid.17089.37Stollery Children’s Hospital, University of Alberta, Edmonton, AB Canada
| | - Rashid Alobaidi
- grid.17089.37Department of Pediatrics, University of Alberta, Edmonton, AB Canada
| | - Stuart L. Goldstein
- grid.239573.90000 0000 9025 8099Center for Acute Care Nephrology, Cincinnati Children’s Hospital, Cincinnati, OH USA
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18
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Vallesi L, Fragasso T, Benegni S, Insom G, Di Chiara L, Corsetti T, Ricci Z. Vancomycin prophylaxis in paediatric patients following cardiac surgery: a retrospective evaluation of trough levels and associated variables. Interact Cardiovasc Thorac Surg 2020; 31:667-673. [DOI: 10.1093/icvts/ivaa162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 07/16/2020] [Accepted: 07/20/2020] [Indexed: 11/13/2022] Open
Abstract
Abstract
OBJECTIVES
Therapeutic drug monitoring during vancomycin administration is recommended. However, little information is available in case of paediatric vancomycin prophylaxis. The aim of this study was to analyse vancomycin trough levels on postoperative day (POD) 2 and 3 after paediatric cardio-surgery to assess the clinical predictors and outcomes associated with vancomycin concentrations and to evaluate whether adjustments are effective to target optimal levels.
METHODS
A retrospective study was conducted in paediatric patients receiving vancomycin prophylaxis after elective cardio-surgery. Adjustments were made if levels between 20 and 30 (halving subsequent dose) or ˃30 mg/l (dose withheld) were found.
RESULTS
Vancomycin doses of the 100 examined children (3.7–6.4 years) were 12.8 (2.5), 9.4 (5.4) and 9.7 (4.5) mg/kg, on POD1, 2 and 3, respectively (P = 0.0001). The 200 vancomycin trough levels decreased from 16.9 (11.4) on POD2 to 14.6 (8.5) on POD3 (P = 0.003). Overall, 66 troughs were sub-target, 68 reached the optimal target and 66 were supra-target. On POD2 and 3, 32 and 27 dose adjustments were required, leading to a reduced number of patients with supra-target troughs. Neonates showed a higher number of supra-target levels with respect to non-neonatal patients on both POD2 (P = 0.003) and 3 (P = 0.0001). At multivariable regression analysis, vancomycin levels showed independent association with weight and creatinine levels on both POD2 and 3. Vancomycin levels correlated with ventilation days (P = 0.31, P = 0.039), but not with methicillin-resistant Staphylococcus aureus positivity (P = 0.69).
CONCLUSIONS
Vancomycin prophylaxis in paediatric cardio-surgery requires strict therapeutic drug monitoring and several dosage adjustments. Supra-target troughs are frequent and neonatal age, weight and creatinine levels significantly affect vancomycin concentrations.
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Affiliation(s)
- Leonardo Vallesi
- Hospital Pharmacy Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Tiziana Fragasso
- Department of Cardiology and Cardiac Surgery, Pediatric Cardiac Intensive Care Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Simona Benegni
- Department of Cardiology and Cardiac Surgery, Pediatric Cardiac Intensive Care Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Giulia Insom
- Department of Cardiology and Cardiac Surgery, Pediatric Cardiac Intensive Care Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Luca Di Chiara
- Department of Cardiology and Cardiac Surgery, Pediatric Cardiac Intensive Care Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Tiziana Corsetti
- Hospital Pharmacy Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Zaccaria Ricci
- Department of Cardiology and Cardiac Surgery, Pediatric Cardiac Intensive Care Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
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Huang L, Shi T, Quan W, Li W, Zhang L, Liu X, Huang S, Li Y, Li X. Assessment of early renal angina index for prediction of subsequent severe acute kidney injury during septic shock in children. BMC Nephrol 2020; 21:358. [PMID: 32854655 PMCID: PMC7450573 DOI: 10.1186/s12882-020-02023-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Accepted: 08/16/2020] [Indexed: 02/07/2023] Open
Abstract
Background Acute kidney injury (AKI) is independently related to the adverse outcome of septic shock, but it lacks effective early predictors. Renal anginal index (RAI) was used to predict subsequent severe AKI (AKIs) in critically ill patients. The application of RAI in children with septic shock has not been reported. This study aims to evaluate the efficacy of early RAI in predicting subsequent AKIs within 3 days after PICU admission in children with septic shock by comparing with early fluid overload (FO) and early creatinine elevation. Methods Sixty-six children admitted to PICU aged 1 month to 16 years old, with septic shock from January 2016 to December 2019 were analyzed retrospectively. According to the 2012 Kidney Disease Improving Global outcomes (KDIGO) criteria, AKIs was defined by the KDIGO stage ≥2 within 3 days after PICU admission. Early RAI positive (RAI+) was defined as RAI ≥ 8 within 12 h of PICU admission. Any elevation of serum creatinine (SCr) over baseline within 12 h after PICU admission was denoted as “Early SCr > base”. Early FO positive (FO+) was defined as FO > 10% within 24 h of PICU admission. Results Of 66 eligible cases, the ratio of early RAI+, early SCr > base, early FO+ was 57.57, 59.09 and 16.67% respectively. The incidence of AKIs in early RAI+ group (78.94%) was higher than that in early RAI- group (21.42%) (p = 0.04), and there was no significant difference compared with the early FO+ group (71.79%) and early SCr > base group (81.82%) (P > 0.05). After adjustment for confounders, early RAI+ was independently associated with the occurrence of AKIs within 3 days (OR 10.04, 95%CI 2.39–42.21, p < 0.01). The value of early RAI+ (AUC = 0.78) to identify patients at high risk of AKIs was superior to that of early SCr > base (AUC = 0.70) and early FO+ (AUC = 0.58). A combination of serum lactate with early RAI+ improved the predictive performance for assessing AKIs (AUC = 0.83). Conclusions Early RAI could be used as a more convenient and effective index to predict the risk of AKIs in children with septic shock within 3 days. Early RAI+ combined with serum lactate improved the predictive performance for assessing AKIs.
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Affiliation(s)
- Linlin Huang
- Pediatric Intensive Care Unit, Children's Hospital of Soochow University, Suzhou, China
| | - Ting Shi
- Department of Epidemiology, Children's Hospital of Soochow University, Suzhou, China
| | - Wei Quan
- Department of Nephrology and Immunology, Children's Hospital of Soochow University, Suzhou, China
| | - Weiming Li
- Pediatric Intensive Care Unit, Children's Hospital of Soochow University, Suzhou, China
| | - Lili Zhang
- Department of Nephrology and Immunology, Children's Hospital of Soochow University, Suzhou, China
| | - Xueping Liu
- Department of Anesthesiology, Children's Hospital of Soochow University, Suzhou, China
| | - Saihu Huang
- Pediatric Intensive Care Unit, Children's Hospital of Soochow University, Suzhou, China
| | - Ying Li
- Pediatric Intensive Care Unit, Children's Hospital of Soochow University, Suzhou, China
| | - Xiaozhong Li
- Department of Nephrology and Immunology, Children's Hospital of Soochow University, Suzhou, China.
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