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De Rose DU, Ronchetti MP, Martini L, Rechichi J, Iannetta M, Dotta A, Auriti C. Diagnosis and Management of Neonatal Bacterial Sepsis: Current Challenges and Future Perspectives. Trop Med Infect Dis 2024; 9:199. [PMID: 39330888 PMCID: PMC11435811 DOI: 10.3390/tropicalmed9090199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 08/23/2024] [Accepted: 08/27/2024] [Indexed: 09/28/2024] Open
Abstract
Sepsis remains the second cause of death among neonates after the pathological consequences of extreme prematurity. In this review we summarized knowledge about pathogens causing early-onset sepsis (EOS) and late-onset sepsis (LOS), the role of perinatal risk factors in determining the EOS risk, and the tools used to reduce unnecessary antibiotics. New molecular assays could improve the accuracy of standard blood cultures, providing the opportunity for a quick and sensitive tool. Different sepsis criteria and biomarkers are available to date, but further research is needed to guide the use of antibiotics according to these tools. Beyond the historical antibiotic regimens in EOS and LOS episodes, antibiotics should be based on the local flora and promptly modulated if specific pathogens are identified. The possibility of an antibiotic lock therapy for central venous catheters should be further investigated. In the near future, artificial intelligence could help us to personalize treatments and reduce the increasing trend of multidrug-resistant bacteria.
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Affiliation(s)
- Domenico Umberto De Rose
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, 00165 Rome, Italy
- PhD Course in Microbiology, Immunology, Infectious Diseases, and Transplants (MIMIT), Faculty of Medicine and Surgery, "Tor Vergata" University of Rome, 00133 Rome, Italy
| | - Maria Paola Ronchetti
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, 00165 Rome, Italy
| | - Ludovica Martini
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, 00165 Rome, Italy
| | - Jole Rechichi
- Neonatal Sub-Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, 00165 Rome, Italy
| | - Marco Iannetta
- Infectious Disease Clinic, Policlinico "Tor Vergata" University Hospital, 00133 Rome, Italy
- Department of System Medicine, "Tor Vergata" University of Rome, 00133 Rome, Italy
| | - Andrea Dotta
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, 00165 Rome, Italy
| | - Cinzia Auriti
- Pediatrics Department, Saint Camillus International University of Health Sciences, 00131 Rome, Italy
- Casa di Cura Villa Margherita, 00161 Rome, Italy
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Gad A, Alkhdr M, Terkawi R, Alsharif H, Ibrahim M, Amin R, Algibali E, Chandra P, Hamed M, Petkar HM, Bayoumi MAA. Associations between maternal bacteremia during the peripartum period and early-onset neonatal sepsis: a retrospective cohort study. BMC Pediatr 2024; 24:526. [PMID: 39143544 PMCID: PMC11325601 DOI: 10.1186/s12887-024-04980-z] [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: 10/18/2023] [Accepted: 07/29/2024] [Indexed: 08/16/2024] Open
Abstract
INTRODUCTION Early-onset neonatal sepsis (EONS) significantly impacts neonatal morbidity and mortality, with maternal bacteremia during the peripartum period being a potential risk factor. This study aims to explore the association between peripartum maternal bacteremia and EONS. METHODS A retrospective cohort study at the Women's Wellness and Research Center in Doha, Qatar (2015-2019) compared women with and without bacteremia, based on blood cultures taken from up to seven days before to 48 h after delivery, examining the association with EONS. RESULTS Among the 536 maternal blood cultures analyzed, 102 (19.0%) were positive. The most prevalent organisms were Group B streptococcus (GBS) (39.2%), followed by Escherichia coli (14.7%) and anaerobes (10.8%). Neonates from bacteremic mothers had lower birth weights (2913 ± 86 g vs. 3140 ± 745 g; MD 227.63 g; 95% CI 61.72 - 393.55; p = 0.007), required more resuscitation (27.5% vs. 13.2%; OR 2.48; 95% CI 1.48 - 4.17; p < 0.001), and received antibiotics for ≥ 7 days more frequently (41.2% vs. 16.6%; OR 3.51; 95% CI 2.20 - 5.62; p < 0.001) compared to those from non-bacteremic mothers. Maternal Gram-positive (GP) organisms were more commonly isolated in term gestation (67.9%) compared to Gram-negative (GN) (22.2%) and anaerobic bacteremias (9.9%). During intrapartum, GP bacteremia was predominant (67.1%) vs. GN (21.4%) and Anaerobes (11.4%), with GN bacteremia being more common in postpartum samples. Culture-proven EONS occurred in 0.75% of the cohort, affecting 3.9% of infants from bacteremic mothers vs. none in controls (OR 2.34; 95% CI 1.27 - 4.31; p < 0.001). Culture-negative EONS appeared in 14.7% of infants from bacteremic mothers vs. 7.8% in controls (OR 2.02; 95% CI, 1.05 - 3.88; p = 0.03). Among 40 cases of maternal GBS bacteremia, culture-proven GBS EONS occurred in 3 neonates (7.5%), all from mothers with negative GBS screening, compared to none in the control group. A strong association was found between EONS and maternal bacteremia due to any organism (aOR 2.34; 95% CI, 1.24 - 4.41; p = 0.009), GP bacteremia (aOR 3.66; 95% CI, 1.82 - 7.34; p < 0.001), or GBS (aOR 5.74; 95% CI, 2.57 - 12.81; p < 0.001). Bacteremia due to GN and Anaerobic organisms were not associated with EONS. Chorioamnionitis and antepartum fever were independent predictors for EONS associated with significant bacterial isolates. CONCLUSION This study underscores the significant impact of maternal GP bacteremia, particularly from GBS, on EONS. The strong association highlights the need for vigilant monitoring and interventions in pregnancies complicated by bacteremia to reduce adverse neonatal outcomes.
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Affiliation(s)
- Ashraf Gad
- Neonatal Intensive Care Unit, Women's Wellness and Research Center, Hamad Medical Corporation, Doha, Qatar.
- Pediatric Department, Weill Cornell Medicine, Doha, Qatar.
| | - Mahmoud Alkhdr
- Neonatal Intensive Care Unit, Women's Wellness and Research Center, Hamad Medical Corporation, Doha, Qatar
| | - Rayan Terkawi
- Division of Pediatric Nephrology, University of Miami, Miami, FL, USA
| | - Hafsa Alsharif
- Department of Medical Education, Hamad Medical Corporation (HMC), Doha, Qatar
| | - Marwa Ibrahim
- Department of Medical Education, Hamad Medical Corporation (HMC), Doha, Qatar
| | - Rasha Amin
- Department of Medical Education, Hamad Medical Corporation (HMC), Doha, Qatar
| | - Elmunzir Algibali
- Department of Medical Education, Hamad Medical Corporation (HMC), Doha, Qatar
| | - Prem Chandra
- Medical Research Center, Hamad Medical Corporation (HMC), Doha, Qatar
| | - Manal Hamed
- Microbiology Division, Department of Laboratory Medicine and Pathology, Hamad Medical Corporation, Doha, Qatar
| | - Hawabibee Mahir Petkar
- Microbiology Division, Department of Laboratory Medicine and Pathology, Hamad Medical Corporation, Doha, Qatar
| | - Mohammad A A Bayoumi
- Neonatal Intensive Care Unit, Women's Wellness and Research Center, Hamad Medical Corporation, Doha, Qatar
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Shuai W, Cao J, Qian M, Tang Z. Physiologically Based Pharmacokinetic Modeling of Vancomycin in Critically Ill Neonates: Assessing the Impact of Pathophysiological Changes. J Clin Pharmacol 2024. [PMID: 39092894 DOI: 10.1002/jcph.6107] [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: 06/18/2024] [Accepted: 07/18/2024] [Indexed: 08/04/2024]
Abstract
Dosing vancomycin for critically ill neonates is challenging owing to substantial alterations in pharmacokinetics (PKs) caused by variability in physiology, disease, and clinical interventions. Therefore, an adequate PK model is needed to characterize these pathophysiological changes. The intent of this study was to develop a physiologically based pharmacokinetic (PBPK) model that reflects vancomycin PK and pathophysiological changes in neonates under intensive care. PK-sim software was used for PBPK modeling. An adult model (model 0) was established and verified using PK profiles from previous studies. A neonatal model (model 1) was then extrapolated from model 0 by scaling age-dependent parameters. Another neonatal model (model 2) was developed based not only on scaled age-dependent parameters but also on quantitative information on pathophysiological changes obtained via a comprehensive literature search. The predictive performances of models 1 and 2 were evaluated using a retrospectively collected dataset from neonates under intensive care (chictr.org.cn, ChiCTR1900027919), comprising 65 neonates and 92 vancomycin serum concentrations. Integrating literature-based parameter changes related to hypoalbuminemia, small-for-gestational-age, and co-medication, model 2 offered more optimized precision than model 1, as shown by a decrease in the overall mean absolute percentage error (50.6% for model 1; 37.8% for model 2). In conclusion, incorporating literature-based pathophysiological changes effectively improved PBPK modeling for critically ill neonates. Furthermore, this model allows for dosing optimization before serum concentration measurements can be obtained in clinical practice.
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Affiliation(s)
- Weiwei Shuai
- Department of Pharmacy, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, P. R. China
| | - Jing Cao
- Department of Pharmacy, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, P. R. China
| | - Miao Qian
- Department of Neonatology, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, P. R. China
| | - Zhe Tang
- Department of Pharmacy, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, P. R. China
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Fang P, Gao K, Yang J, Li T, Sun Q, Shan Z, Wang Y. Clinical characteristics and risk factors for neonatal bloodstream infection due to carbapenem-resistant Enterobacteriaceae: A single-centre Chinese retrospective study. J Glob Antimicrob Resist 2024; 37:28-36. [PMID: 38412919 DOI: 10.1016/j.jgar.2024.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/09/2024] [Accepted: 02/10/2024] [Indexed: 02/29/2024] Open
Abstract
OBJECTIVES To analyse the clinical characteristics and risk factors for bloodstream infections (BSIs) caused by carbapenem-resistant Enterobacteriaceae (CRE) in neonates. METHODS This single-centre, retrospective study included all patients with BSIs admitted to a neonatal intensive care unit between 1 January 2015 and 30 April 2022. The clinical and microbiological data of patients were collected; predictors of 30-day mortality in patients with CRE BSIs were also identified in this study. RESULTS Among the 224 neonates with Enterobacteriaceae BSIs, 39.29% (88/224) of the patients developed CRE BSIs. The 30-day mortality rate reached up to 21.59% (19/88). The Quick Sequential Organ Failure Assessment score > 2 (odds ratio [OR] and 95% credibility interval [CI]: 3.852 [1.111-13.356], P < 0.05), prior to more than two kinds of antibiotics use (OR and 95% CI: 9.433 [1.562-56.973], P < 0.05), pneumonia (OR and 95% CI: 3.847 [1.133-13.061], P < 0.05), and caesarean section (OR and 95% CI: 2.678 [1.225-5.857], P < 0.05) were independent risk factors associated with CRE BSIs. Moreover, the risk factors for mortality in neonates with CRE BSIs were significantly associated with neonatal Sequential Organ Failure Assessment score > 6 (OR and 95% CI: 16.335 [1.446-184.517], P < 0.05). CONCLUSION Prior to more than two kinds of antibiotics use, Quick Sequential Organ Failure Assessment score > 2, pneumonia and caesarean section were independent risk factors for CRE BSIs. The Neonatal Sequential Organ Failure Assessment score > 6 was a risk factor for mortality associated with CRE BSIs.
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Affiliation(s)
- Panpan Fang
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Kaijie Gao
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Junmei Yang
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China.
| | - Tiewei Li
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Qianqian Sun
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Zhiming Shan
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Yingyuan Wang
- Department of Neonatal Intensive Care Unit, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
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Duignan SM, Lakshminrusimha S, Armstrong K, de Boode WP, El-Khuffash A, Franklin O, Molloy EJ. Neonatal sepsis and cardiovascular dysfunction I: mechanisms and pathophysiology. Pediatr Res 2024; 95:1207-1216. [PMID: 38044334 DOI: 10.1038/s41390-023-02926-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 09/22/2023] [Accepted: 10/02/2023] [Indexed: 12/05/2023]
Abstract
The highest incidence of sepsis across all age groups occurs in neonates leading to substantial mortality and morbidity. Cardiovascular dysfunction frequently complicates neonatal sepsis including biventricular systolic and/or diastolic dysfunction, vasoregulatory failure, and pulmonary arterial hypertension. The haemodynamic response in neonatal sepsis can be hyperdynamic or hypodynamic and the underlying pathophysiological mechanisms are heterogeneous. The diagnosis and definition of both neonatal sepsis and cardiovascular dysfunction complicating neonatal sepsis are challenging and not consensus-based. Future developments in neonatal sepsis management will be facilitated by common definitions and datasets especially in neonatal cardiovascular optimisation. IMPACT: Cardiovascular dysfunction is common in neonatal sepsis but there is no consensus-based definition, making calculating the incidence and designing clinical trials challenging. Neonatal cardiovascular dysfunction is related to the inflammatory response, which can directly target myocyte function and systemic haemodynamics.
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Affiliation(s)
- Sophie M Duignan
- Department of Paediatric Cardiology, Children's Health Ireland at Crumlin, Dublin, Ireland
| | | | - Kathryn Armstrong
- Children's Heart Centre, BC Children's Hospital, Vancouver, BC, Canada
| | - Willem P de Boode
- Department of Neonatology, Radboud University Medical Center, Radboud Institute for Health Sciences, Amalia Children's Hospital, Nijmegen, The Netherlands
| | - Afif El-Khuffash
- School of Medicine, Department of Paediatrics, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Orla Franklin
- Department of Paediatric Cardiology, Children's Health Ireland at Crumlin, Dublin, Ireland
- Discipline of Paediatrics, Trinity College, The University of Dublin, Trinity Research in Childhood (TRiCC) & Trinity Translational Medicine Institute (TTMI), Dublin, Ireland
| | - Eleanor J Molloy
- Discipline of Paediatrics, Trinity College, The University of Dublin, Trinity Research in Childhood (TRiCC) & Trinity Translational Medicine Institute (TTMI), Dublin, Ireland.
- Department of Neonatology, Children's Health Ireland at Crumlin, Dublin, Ireland.
- Department of Neonatology, Coombe Women and Infants University Hospital, Dublin, Ireland.
- Paediatric Neurodisability, Children's Health Ireland at Tallaght, Dublin, Ireland.
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Kraja E, Demirtas F, Kostekci YE, Turker N, Okulu E, Erdeve Ö, Atasay B, Arsan S. Evaluation of the "Neonatal Sequential Organ Failure Assessment" to Predict Mortality in Late-Onset Sepsis in Very Preterm Infants. Z Geburtshilfe Neonatol 2024; 228:174-180. [PMID: 38081215 DOI: 10.1055/a-2165-8307] [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: 04/14/2024]
Abstract
INTRODUCTION We aimed to evaluate the use of "Neonatal Sequential Organ Failure Assessment" (nSOFA) scoring in predicting mortality, to compare the accuracy of nSOFA scores at different time points in very preterm infants with late-onset sepsis (LOS), and to investigate other possible parameters that would improve the prediction. METHODS This single-center, retrospective study included preterm infants born atS<32 weeks' gestation with culture-proven LOS. The nSOFA scores of non-fatal and fatal episodes were compared at nine time points. RESULTS Of 120 culture-proven LOS episodes in 106 infants, 90 (75%) episodes were non-fatal and 30 (25%) episodes were fatal. The mean birth weight (BW) of the infants who died was lower than that of survivors (p=0.038). In the fatal LOS episodes, median nSOFA scores were higher at all time points measured before sepsis evaluation, at the time of evaluation, and at all time points measured after the evaluation (p<0.001). nSOFA scores before death and at 48 hours were higher in the fatal episodes (p<0.001). At the time of sepsis assessment, nSOFA score>4 was associated with a 7- to 16-fold increased risk of mortality. Adjustment for BW, lymphocyte and monocyte counts increased the risk to 9- to 18-fold. CONCLUSION This study demonstrated that the use of nSOFA to predict mortality and morbidity in extremely preterm infants seems feasible. The scoring system could be improved by evaluating the other parameters.
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Affiliation(s)
- Elvis Kraja
- Department of Pediatrics, Division of Neonatology, Ankara University, Faculty of Medicine, Ankara, Turkey
| | - Ferhan Demirtas
- Department of Pediatrics, Division of Neonatology, Ankara University, Faculty of Medicine, Ankara, Turkey
| | - Yasemin Ezgi Kostekci
- Department of Pediatrics, Division of Neonatology, Ankara University, Faculty of Medicine, Ankara, Turkey
| | - Nazmiye Turker
- Department of Pediatrics, Ankara University, Faculty of Medicine, Ankara, Turkey
| | - Emel Okulu
- Division of Neonatology, Ankara University, Ankara, Turkey
| | - Ömer Erdeve
- Department of Pediatrics, Division of Neonatology, Ankara University, Faculty of Medicine, Ankara, Turkey
| | - Begum Atasay
- Department of Pediatrics, Division of Neonatology, Ankara University, Faculty of Medicine, Ankara, Turkey
| | - Saadet Arsan
- Department of Pediatrics, Division of Neonatology, Ankara University, Faculty of Medicine, Ankara, Turkey
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Aziz KB, Saxonhouse M, Mahesh D, Wheeler KE, Wynn JL. The frequency and timing of sepsis-associated coagulopathy in the neonatal intensive care unit. Front Pediatr 2024; 12:1364725. [PMID: 38504996 PMCID: PMC10948397 DOI: 10.3389/fped.2024.1364725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 02/19/2024] [Indexed: 03/21/2024] Open
Abstract
Introduction Sepsis is a common cause of morbidity and mortality in the neonatal intensive care unit (NICU). The frequency and severity of sepsis-associated coagulopathy as well as its relationship to illness severity are unclear. Methods We performed a single-center, retrospective, observational cohort study of all infants admitted to the University of Florida Health (UF Health), level IV NICU between January 1st 2012 to March 1st 2020 to measure the frequency of sepsis-associated coagulopathy as well as its temporal relationship to critical illness in the NICU population. All clinical data in the electronic health record were extracted and deposited into an integrated data repository that was used for this work. Results We identified 225 new sepsis episodes in 216 patients. An evaluation for sepsis-associated coagulopathy was performed in 96 (43%) episodes. Gram-negative pathogen, nSOFA score at evaluation, and mortality were greater among episodes that included a coagulopathy evaluation compared with those that did not. Abnormal coagulation results were common (271/339 evaluations; 80%) and were predominantly prothrombin times. Intervention (plasma or cryoprecipitate) followed a minority (84/271; 31%) of abnormal results, occurred in 40/96 (42%) episodes that were often associated with >1 intervention (29/40; 73%), and coincided with thrombocytopenia in 37/40 (93%) and platelet transfusion in 27/40 (68%). Shapley Additive Explanations modeling demonstrated strong predictive performance for the composite outcome of death and/or treatment for coagulopathy in neonates (f1 score 0.8, area under receiver operating characteristic curve 0.83 for those with abnormal coagulation values). The three most important features influencing the composite outcome of death or treatment for coagulopathy included administration of vasoactive medications, hematologic dysfunction assessed by the maximum nSOFA platelet score, and early sepsis (≤72 h after birth). Conclusions A coagulopathy evaluation was performed in a minority of NICU patients with sepsis and was associated with greater illness severity and mortality. Abnormal results were common but infrequently associated with intervention, and intervention was contemporaneous with thrombocytopenia. The most important feature that influenced the composite outcome of death or treatment for coagulopathy was the administration of vasoactive-inotropic medications. These data help to identify NICU patients at risk of sepsis-associated coagulopathy.
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Affiliation(s)
- Khyzer B. Aziz
- Department of Pediatrics, Johns Hopkins University, Baltimore, MD, United States
| | - Matthew Saxonhouse
- Department of Pediatrics, Wake Forest School of Medicine, Levine Children’s Hospital, Atrium Healthcare, Charlotte, NC, United States
| | - Divya Mahesh
- College of Medicine, University of Florida, Gainesville, FL, United States
| | - Kathryn E. Wheeler
- Department of Pediatrics, University of Florida, Gainesville, FL, United States
| | - James L. Wynn
- Department of Pediatrics, University of Florida, Gainesville, FL, United States
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Sokou R, Tsantes AG, Lampridou M, Tsante KA, Houhoula D, Piovani D, Bonovas S, Boutsikou T, Iliodromiti Z, Iacovidou N, Tsantes AE, Konstantinidi A. Thromboelastometry and prediction of in-hospital mortality in neonates with sepsis. Int J Lab Hematol 2024; 46:113-119. [PMID: 37641388 DOI: 10.1111/ijlh.14165] [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: 03/16/2023] [Accepted: 08/15/2023] [Indexed: 08/31/2023]
Abstract
INTRODUCTION This study aimed at evaluating the role of rotational thromboelastometry (ROTEM) assays in the prediction of in-hospital mortality of neonates with sepsis. METHODS Over a 6-year period, 129 neonates with confirmed sepsis, hospitalized in our neonatal intensive care unit (NICU) were included in the study. Demographics, clinical, and laboratory data were recorded at the sepsis onset and ROTEM assays were performed. Modified neonatal multiple organ dysfunction (NEOMOD) and neonatal sequential organ failure assessment (nSOFA) were calculated simultaneously. Mortality during in-hospital stay was the main outcome measure. RESULTS In-hospital mortality was associated with patient intense hypocoagulability expressed by lower ROTEM MCF in the INTEM assay. The INTEM MCF demonstrated the best prognostic performance for NICU mortality in septic neonates among the other ROTEM parameters but without statistical significance (area under the curve [AUC] = 0.731; 95% confidence interval [CI]: 0.593-0.869). CONCLUSION Our results indicate that ROTEM INTEM MCF parameter has good predictive capacity for in-hospital mortality of septic neonates, similar to that of modified NEOMOD score, nSOFA score, and platelet count, highlighting the integral role of coagulation in sepsis pathophysiology. Hence, ROTEM could serve as a valuable monitoring tool to identify neonates at risk.
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Affiliation(s)
- Rozeta Sokou
- Neonatal Intensive Care Unit, "Agios Panteleimon" General Hospital of Nikea, Piraeus, Greece
| | - Andreas G Tsantes
- Laboratory of Haematology and Blood Bank Unit, "Attiko" Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Lampridou
- Neonatal Intensive Care Unit, "Agios Panteleimon" General Hospital of Nikea, Piraeus, Greece
| | - Konstantina A Tsante
- Laboratory of Reliability and Quality Control in Laboratory Hematology, Department of Biomedical Science, School of Health and Caring Science, University of West Attica, Athens, Greece
| | - Dimitra Houhoula
- Department of Food Science and Technology, University of West Attica, Egaleo, Greece
| | - Daniele Piovani
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IRCCS Humanitas Research Hospital, Milan, Italy
| | - Stefanos Bonovas
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IRCCS Humanitas Research Hospital, Milan, Italy
| | - Theodora Boutsikou
- Neonatal Department, National and Kapodistrian University of Athens, Aretaieio Hospital, Athens, Greece
| | - Zoi Iliodromiti
- Neonatal Department, National and Kapodistrian University of Athens, Aretaieio Hospital, Athens, Greece
| | - Nicoletta Iacovidou
- Neonatal Department, National and Kapodistrian University of Athens, Aretaieio Hospital, Athens, Greece
| | - Argirios E Tsantes
- Laboratory of Reliability and Quality Control in Laboratory Hematology, Department of Biomedical Science, School of Health and Caring Science, University of West Attica, Athens, Greece
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O'Reilly D, Murphy CA, Moore CM, Ní Áinle F, Gormley IC, Morrell CN, Curley A, Mc Callion N, Maguire P. Markers of platelet activation foR identification of late onset sEpsis in infaNTs: PARENT study protocol. Pediatr Res 2024; 95:852-856. [PMID: 37758864 DOI: 10.1038/s41390-023-02812-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/25/2023] [Accepted: 08/21/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND Newborns are at high risk of sepsis. At present there is no definitive "rule in" blood test for sepsis at the point of clinical concern. A positive blood culture remains the gold standard test for neonatal sepsis, however laboratory markers that correlate prospectively with culture positive sepsis could aid clinicians in making decisions regarding administration of empiric antibiotic therapies. METHODS This multi-site, prospective observational study will take place in two neonatal intensive care units (National Maternity Hospital and Rotunda Hospital, Dublin). Neonates born at less than 34 weeks will be enroled and informed consent obtained prior to late onset sepsis work up. If at any point subsequently during their neonatal intensive care stay they develop signs and symptoms of possible sepsis requiring blood culture, an additional sodium citrate sample will be obtained. Infants will be categorised into three groups as follows: (i) culture positive sepsis, (ii) culture negative sepsis where an infant receives 5 days of antibiotics (iii) non sepsis. Our primary outcome is to establish if differential platelet/endothelial activation can prospectively identify neonatal culture positive late onset sepsis. TRIAL REGISTRATION NUMBER NCT05530330 IMPACT: Preterm infants are a high risk group for the development of sepsis which is a major cause of mortality in this population. Platelets have been associated with host response to invasive bacterial infections both in animal models and translational work. A positive blood culture is the gold standard test for neonatal sepsis but can be unreliable due to limited blood sampling in the very low birth weight population. This study hopes to establish if platelet/endothelial associated plasma proteins can prospectively identify late onset neonatal sepsis.
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Affiliation(s)
- Daniel O'Reilly
- School of Biomolecular and Biomedical Science, University College Dublin, Dublin, 4, Ireland.
- Department of Neonatology, Rotunda Hospital, Dublin, 1, Ireland.
- Department of Neonatology, National Maternity Hospital, Dublin, 2, Ireland.
| | - Claire Anne Murphy
- Department of Neonatology, National Maternity Hospital, Dublin, 2, Ireland
| | - Carmel Maria Moore
- Department of Neonatology, National Maternity Hospital, Dublin, 2, Ireland
- School of Medicine, University College Dublin, Dublin, 4, Ireland
| | - Fionnuala Ní Áinle
- School of Biomolecular and Biomedical Science, University College Dublin, Dublin, 4, Ireland
- Department of Haematology, Rotunda Hospital, Dublin, 1, Ireland
- Department of Haematology, Mater Hospital, Dublin, 7, Ireland
| | | | | | - Anna Curley
- Department of Neonatology, National Maternity Hospital, Dublin, 2, Ireland
| | - Naomi Mc Callion
- Department of Neonatology, Rotunda Hospital, Dublin, 1, Ireland
- Department of Paediatrics, Royal College of Surgeons in Ireland, Dublin, 2, Ireland
| | - Patricia Maguire
- School of Biomolecular and Biomedical Science, University College Dublin, Dublin, 4, Ireland
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10
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Barnette BW, Schumacher BT, Armenta RF, Wynn JL, Richardson A, Bradley JS, Lazar S, Lawrence SM. Contribution of Concurrent Comorbidities to Sepsis-Related Mortality in Preterm Infants ≤32 Weeks of Gestation at an Academic Neonatal Intensive Care Network. Am J Perinatol 2024; 41:134-142. [PMID: 34674193 PMCID: PMC10233655 DOI: 10.1055/a-1675-2899] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE This study sought to identify concurrent major comorbidities in preterm infants ≤32 weeks of gestation that may have contributed to sepsis-related mortality following a diagnosis of bacteremia or blood culture-negative sepsis within the neonatal period (≤28 days of life). STUDY DESIGN This is a retrospective chart review of infants ≤32 weeks of gestation who were admitted to a single academic network of multiple neonatal intensive care units between January 1, 2012, and December 31, 2015, to determine the primary cause(s) and timing of death in those diagnosed with bacteremia or blood culture-negative sepsis. Direct comparisons between early-onset sepsis (EOS; ≤72 hours) and late-onset sepsis (LOS; >72 hours) were made. RESULTS In our study cohort, of 939 total patients with ≤32 weeks of gestation, 182 infants were diagnosed with 198 episodes of sepsis and 7.7% (14/182) died. Mortality rates did not significantly differ between neonates with bacteremia or blood culture-negative sepsis (7/14 each group), and those diagnosed with EOS compared with LOS (6/14 vs. 8/14). Nearly 80% (11/14) of infants were transitioned to comfort care prior to their death secondary to a coinciding diagnosis of severe grade-3 or -4 intraventricular hemorrhage, periventricular leukomalacia, necrotizing enterocolitis, and/or intestinal perforation. CONCLUSION Preexisting comorbidities commonly associated with extreme preterm birth contributed to sepsis-related mortality in our patient cohort. KEY POINTS · Concurrent comorbidities contribute to, and may artificially inflate, sepsis-related mortality.. · Absence of a consensus definition for neonatal sepsis complicates the investigation of infection.. · Accurate assessment of the incidence of sepsis in very low birth weight infants is vital for future investigations..
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Affiliation(s)
- Brian W. Barnette
- University of California, San Diego, College of Medicine, Department of Pediatrics, Division of Neonatal-Perinatal Medicine, San Diego, CA, USA
| | - Benjamin T. Schumacher
- Herbert Wertheim School of Public Health and Longevity Science, UC San Diego School of Medicine, San Diego, CA, USA
| | - Richard F. Armenta
- California State University, San Marco, Department of Kinesiology, College of Education, Health, and Human Services, San Diego, CA, USA
| | - James L. Wynn
- University of Florida, College of Medicine, Department of Pediatrics, Division of Neonatal-Perinatal Medicine, Gainesville, FL, USA
- University of Florida, Department of Pathology, Immunology, and Laboratory Medicine, Gainesville, FL, USA
| | - Andrew Richardson
- Rady Children’s Hospital San Diego, San Diego, Clinical Research Informatics, San Diego, CA, USA
| | - John S. Bradley
- University of California, San Diego, College of Medicine, Department of Pediatrics, Division of Infectious Disease, San Diego, CA, USA
| | - Sarah Lazar
- University of California, San Diego, College of Medicine, Department of Pediatrics, Division of Neonatal-Perinatal Medicine, San Diego, CA, USA
| | - Shelley M. Lawrence
- University of California, San Diego, College of Medicine, Department of Pediatrics, Division of Neonatal-Perinatal Medicine, San Diego, CA, USA
- University of California, San Diego, Department of Pediatrics, Division of Host-Microbe Systems and Therapeutics, San Diego, CA, USA
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11
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Kurul Ş, Beckers FLM, Vermeulen MJ, Suurland J, Hasbek JE, Ramakers CRB, Simons SHP, Reiss IKM, Taal HR. Inflammation, sepsis severity and neurodevelopmental outcomes of late-onset sepsis in preterm neonates. Pediatr Res 2023; 94:2026-2032. [PMID: 37468719 DOI: 10.1038/s41390-023-02742-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 04/15/2023] [Accepted: 07/03/2023] [Indexed: 07/21/2023]
Abstract
BACKGROUND The aim of this study was to investigate the association between inflammatory biomarkers (C-reactive protein (CRP), procalcitonin (PCT) and interleukin-6 (IL-6)) and sepsis severity (neonatal-Sequential-Organ-Failure-Assessment (nSOFA)) and neurodevelopmental outcomes at 2 years, among very preterm neonates. METHODS Data on preterm neonates (gestational age <30 weeks) from 2016 until 2020 were reviewed. Outcomes of interest were NDI (no, mild, severe) and the motor and cognitive score on the Dutch-Bayley-Scales-of-Infant-and-Toddler-Development (Bayley-III-NL) assessed at the corrected age of 2 years. Logistic and linear regression analysis were used for categorical and continuous outcomes, respectively. All analyses were adjusted for gestational age, sex and birthweight-for-gestational-age SD-score. RESULTS In total 410 patients were eligible for analysis. Maximum CRP concentrations were associated with lower motor and cognitive scores (effect estimate -0.03 points,(95% CI -0.07; -0.00) and -0.03 points,(95% CI -0.06; -0.004), respectively) and increased risk of severe NDI (odds ratio (OR) 1.01, (95% CI 1.00; 1.01)). High nSOFA scores (≥4) during sepsis episodes were associated with an increased risk of mild NDI (OR 2.01, (95% CI 1.34; 3.03)). There were no consistent associations between IL-6, PCT and the outcomes of interest. CONCLUSION High CRP concentrations and sepsis severity in preterm neonates seem to be associated with neurodevelopmental outcomes in survivors at the age of 2 years. IMPACT STATEMENT The level of inflammation and sepsis severity are associated with neurodevelopmental outcome in preterm neonates at 2 years of corrected age. Sepsis is a major health issue in preterm neonates and can lead to brain damage and impaired neurodevelopment. Biomarkers can be determined to assess the level of inflammation. However, the relation of inflammatory biomarkers with neurodevelopmental outcome is not known. The level of inflammation and sepsis severity are related to neurodevelopmental outcome in preterm neonates. Maximum CRP concentration and high nSOFA scores are associated with an increased risk of neurodevelopmental impairment in survivors at the corrected age of 2 years.
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Affiliation(s)
- Şerife Kurul
- Department of Neonatal and Pediatric Intensive Care, Division of Neonatology, Erasmus Medical Center-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Famke L M Beckers
- Department of Neonatal and Pediatric Intensive Care, Division of Neonatology, Erasmus Medical Center-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Marijn J Vermeulen
- Department of Neonatal and Pediatric Intensive Care, Division of Neonatology, Erasmus Medical Center-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Jill Suurland
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Jasmin E Hasbek
- Department of Neonatal and Pediatric Intensive Care, Division of Neonatology, Erasmus Medical Center-Sophia Children's Hospital, Rotterdam, the Netherlands
| | | | - Sinno H P Simons
- Department of Neonatal and Pediatric Intensive Care, Division of Neonatology, Erasmus Medical Center-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Irwin K M Reiss
- Department of Neonatal and Pediatric Intensive Care, Division of Neonatology, Erasmus Medical Center-Sophia Children's Hospital, Rotterdam, the Netherlands
| | - H Rob Taal
- Department of Neonatal and Pediatric Intensive Care, Division of Neonatology, Erasmus Medical Center-Sophia Children's Hospital, Rotterdam, the Netherlands.
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12
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Chen H, Aziz KB, Spahic H, Miller S, Guryildirim M, Sellers A, Brooks S, Kilborn A, Everett AD, Northington FJ, Stafstrom CE, Chavez-Valdez R. Interaction of hydrocortisone and illness severity on head growth in cohort of ELBW infants. Pediatr Res 2023; 94:1958-1965. [PMID: 37340101 PMCID: PMC11210266 DOI: 10.1038/s41390-023-02689-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 05/06/2023] [Accepted: 05/15/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND Extremely low birth weight (ELBW) infants comprise a fragile population at risk for neurodevelopmental disabilities (NDD). Systemic steroids were previously associated with NDD, but more recent studies suggest hydrocortisone (HCT) may improve survival without increasing NDD. However, the effects of HCT on head growth adjusted for illness severity during NICU hospitalization are unknown. Thus, we hypothesize that HCT will protect head growth, accounting for illness severity using a modified neonatal Sequential Organ Failure Assessment (M-nSOFA) score. METHODS We conducted a retrospective study that included infants born at 23-29 weeks gestational age (GA) and < 1000 g. Our study included 73 infants, 41% of whom received HCT. RESULTS We found negative correlations between growth parameters and age, similar between HCT and control patients. HCT-exposed infants had lower GA but similar normalized birth weights; HCT-exposed infants also had higher illness severity and longer lengths of hospital stay. We found an interaction between HCT exposure and illness severity on head growth, such that infants exposed to HCT had better head growth compared to those not exposed to HCT when adjusted for illness severity. CONCLUSION These findings emphasize the importance of considering patient illness severity and suggest that HCT use may offer additional benefits not previously considered. IMPACT This is the first study to assess the relationship between head growth and illness severity in extremely preterm infants with extremely low birth weights during their initial NICU hospitalization. Infants exposed to hydrocortisone (HCT) were overall more ill than those not exposed, yet HCT exposed infants had better preserved head growth relative to illness severity. Better understanding of the effects of HCT exposure on this vulnerable population will help guide more informed decisions on the relative risks and benefits for HCT use.
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Affiliation(s)
- Haiwen Chen
- Division of Pediatric Neurology, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Khyzer B Aziz
- Division of Neonatology - Neuroscience Intensive Care Nursery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Harisa Spahic
- Division of Neonatology - Neuroscience Intensive Care Nursery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sarah Miller
- Division of Neonatology - Neuroscience Intensive Care Nursery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Melike Guryildirim
- Division of Pediatric Neuroradiology, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Austin Sellers
- Division of Neonatology, Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA
| | - Sandra Brooks
- Division of Neonatology, Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA
| | - Alison Kilborn
- Division of Neonatology - Neuroscience Intensive Care Nursery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Allen D Everett
- Division of Pediatric Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Frances J Northington
- Division of Neonatology - Neuroscience Intensive Care Nursery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Carl E Stafstrom
- Division of Pediatric Neurology, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Neonatology - Neuroscience Intensive Care Nursery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Raul Chavez-Valdez
- Division of Neonatology - Neuroscience Intensive Care Nursery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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13
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Ko H, Lakshmanan A, Maxwell JR. Hydrocortisone may spare head growth, but the debate for steroid use rages on. Pediatr Res 2023; 94:1867-1869. [PMID: 37845521 DOI: 10.1038/s41390-023-02845-2] [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: 09/09/2023] [Accepted: 09/15/2023] [Indexed: 10/18/2023]
Affiliation(s)
- Hellen Ko
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Ashwini Lakshmanan
- Department of Health Systems Science, Bernard J. Tyson Kaiser Permanente School of Medicine, Pasadena, CA, USA
| | - Jessie R Maxwell
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque, NM, USA.
- Department of Neurosciences, University of New Mexico Health Science Center, Albuquerque, NM, USA.
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14
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Vardar G, Rzayev T, Tezel KG, Ozek E. Can We Estimate Late-Onset Sepsis by Serial Methemoglobin Levels? An Observational Study in Preterm Neonates. Fetal Pediatr Pathol 2023; 42:753-765. [PMID: 37318102 DOI: 10.1080/15513815.2023.2223308] [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: 03/21/2023] [Accepted: 06/05/2023] [Indexed: 06/16/2023]
Abstract
Objective: To assess serial methemoglobin (MetHb) levels in preterm infants as a possible diagnostic method for late-onset sepsis (LOS). Methods: Preterm infants were assigned into two groups: those with culture-proven LOS and controls. Serial MetHb levels were measured. Results: The MetHb values of the LOS group were found to be significantly increased (p < 0.001). The cutoff value for the detection of LOS was calculated as MetHb > 1.75%, optimized for a sensitivity of 81.9% and specificity of 90%. After antimicrobial therapy, MetHb values were found to decrease significantly (p < 0.001). MetHb had an AUC of 0.810 for mortality using the calculated cutoff of >2% (p < 0.005). Conclusions: MetHb levels increase at the onset of LOS and decrease following treatment. MetHb can be added to other sepsis biomarkers as a rapid infectious process indicator for preterm neonates. MetHb > 2% is associated with LOS mortality.
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Affiliation(s)
- Gonca Vardar
- Division of Neonatology, Department of Pediatrics, School of Medicine, Marmara University, Pendik/Istanbul, Turkey
| | - Turkay Rzayev
- Division of Neonatology, Department of Pediatrics, School of Medicine, Marmara University, Pendik/Istanbul, Turkey
| | - Kubra Gokce Tezel
- Division of Neonatology, Department of Pediatrics, School of Medicine, Marmara University, Pendik/Istanbul, Turkey
| | - Eren Ozek
- Division of Neonatology, Department of Pediatrics, School of Medicine, Marmara University, Pendik/Istanbul, Turkey
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15
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Foote HP, Benjamin DK, Greenberg RG, Clark RH, Hornik CP. Use of vasopressors for septic shock in the neonatal intensive care unit. J Perinatol 2023; 43:1274-1280. [PMID: 37055478 DOI: 10.1038/s41372-023-01667-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 03/21/2023] [Accepted: 03/24/2023] [Indexed: 04/15/2023]
Abstract
OBJECTIVE To describe outcomes for infants in the neonatal intensive care unit with septic shock based on the vasopressor administered. METHODS This is a multicenter cohort study of infants with an episode of septic shock. We evaluated the primary outcomes of mortality and pressor-free days alive in the first week after shock using multivariable logistic and Poisson regressions. RESULTS We identified 1592 infants. Mortality was 50%. Dopamine was the most used vasopressor (92% of episodes) and hydrocortisone was co-administered with a vasopressor in 38% of episodes. Compared to infants treated with dopamine alone, adjusted odds of mortality were significantly higher for those treated with epinephrine alone (aOR 4.7 [95% CI: 2.3-9.2]). Adjuvant hydrocortisone was associated with significantly lower adjusted odds of mortality (aOR 0.60 [0.42-0.86]) CONCLUSIONS: The use of epinephrine as either a solo agent or in combination therapy was associated with significantly worse outcomes, while adjuvant hydrocortisone was associated with decreased mortality.
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Affiliation(s)
- Henry P Foote
- Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
| | | | - Rachel G Greenberg
- Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | | | - Christoph P Hornik
- Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA.
- Duke Clinical Research Institute, Durham, NC, USA.
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16
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Poggi C, Ciarcià M, Miselli F, Dani C. Prognostic accuracy of Neonatal SOFA score versus SIRS criteria in preterm infants with late-onset sepsis. Eur J Pediatr 2023; 182:4731-4739. [PMID: 37572145 PMCID: PMC10587306 DOI: 10.1007/s00431-023-05143-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 07/20/2023] [Accepted: 07/30/2023] [Indexed: 08/14/2023]
Abstract
Neonatal SOFA score was reported as an accurate predictor of mortality while the prognostic accuracy of SIRS criteria is unknown. The aim was to compare neonatal SOFA and SIRS criteria for the prediction of late onset sepsis-related mortality in preterm newborns. Newborns ≤ 32 weeks with late onset sepsis were retrospectively studied. Neonatal SOFA and SIRS criteria were calculated at onset of sepsis (T0), and after 6 ± 1 (T1), 12 ± 3 (T2) and 24 ± 3 h (T3). Outcome was death during antibiotic treatment for late onset sepsis. We studied 112 newborns with gestational age 26.9 ± 2.3 weeks; 11% met the study outcome. Neonatal SOFA was significantly higher in non-survivors vs. survivors at all time intervals; SIRS criteria were significantly higher in non-survivors vs. survivors at T1, T2 and T3. Neonatal SOFA increased over time in non-survivors (p = 0.003). At T0, the area under receiver operating characteristics curve was significantly higher for neonatal SOFA score than SIRS criteria (0.950 vs. 0.569; p = 0.0002), and the best calculated cut-off for T0 neonatal SOFA score was 4. In multivariate analysis T0 and T1 neonatal SOFA were predictors of late onset sepsis-related mortality (p = 0.048 and p < 0.001). Conclusion: Neonatal SOFA score showed greater discriminatory capacity for mortality than SIRS criteria and might be helpful to plan management for patients at higher risk of death. What is Known: • Neonatal SOFA score may be an accurate prognostic tool. • No prognostic score has been fully standardized for septic newborns in NICU. What is New: • Neonatal SOFA score outperformed SIRS criteria for the prediction of prognosis in preterm infants with late onset sepsis. • Neonatal SOFA score assessed at onset of sepsis and 6 hrs later is a predictor of mortality.
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Affiliation(s)
- Chiara Poggi
- Neonatal Intensive Care Unit, Department of Mother and Child Care, Careggi University Hospital, Florence, Italy.
| | - Martina Ciarcià
- Department of Neurosciences, Drug Research and Child Health, University of Florence, PsychologyFlorence, Italy
| | - Francesca Miselli
- Department of Clinical and Experimental Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Carlo Dani
- Neonatal Intensive Care Unit, Department of Mother and Child Care, Careggi University Hospital, Florence, Italy
- Department of Neurosciences, Drug Research and Child Health, University of Florence, PsychologyFlorence, Italy
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17
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Xu D, Dong Z, Yin X, Yang Y, Wang Y. Neonatal sequential organ failure assessment score within 72 h after delivery reliably predicts bronchopulmonary dysplasia in very preterm infants. Front Pediatr 2023; 11:1233189. [PMID: 37842024 PMCID: PMC10570456 DOI: 10.3389/fped.2023.1233189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 09/19/2023] [Indexed: 10/17/2023] Open
Abstract
Background The neonatal sequential organ failure assessment (nSOFA) score is an operational definition of organ dysfunction employed to predict sepsis-associated mortality. However, the relationship between the nSOFA score and bronchopulmonary dysplasia (BPD) has not been investigated clearly. This study evaluates whether the nSOFA score within 72 h after delivery could be used to predict the occurrence of BPD in very preterm infants. Methods In this retrospective, single-center cohort study, preterm infants born between 2019 and 2021 were investigated, the nSOFA score was calculated from medical records after admission to the neonatal intensive care unit (NICU) within 72 h after delivery, and the peak value was used for calculation. A logistic regression model was used to evaluate the relationship between the nSOFA score and BPD. Propensity score matching and subgroup analysis were performed to verify the reliability of the results. Results Of 238 infants meeting the inclusion criteria, 93 infants (39.1%) were diagnosed with BPD. The receiver operating characteristic curve of the nSOFA score in predicting BPD was 0.790 [95% confidence interval (CI): 0.731-0.849]. The logistic regression model showed that an increment of one in the nSOFA score was related to a 2.09-fold increase in the odds of BPD (95% CI: 1.57-2.76) and 6.36-fold increase when the nSOFA score was higher than 1.5 (95% CI: 2.73-14.79). Conclusions The nSOFA score within 72 h after delivery is independently related to BPD and can be used to identify high-risk infants and implement early interventions.
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18
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Yeo KT, Goh GL, Park WY, Wynn JL, Aziz KB. Evaluation of the Neonatal Sequential Organ Failure Assessment and Mortality Risk in Neonates with Early-Onset Infection. Neonatology 2023; 120:796-800. [PMID: 37757759 DOI: 10.1159/000533467] [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: 05/10/2023] [Accepted: 08/04/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND The discriminative utility of the neonatal sequential organ failure assessment (nSOFA) for early-onset sepsis (EOS) mortality in the neonatal intensive care unit (NICU) is unknown. OBJECTIVES The objective of the study was to determine the utility of nSOFA for EOS mortality. METHODS Multicenter, retrospective cohort study of NICU patients with EOS between 2012 and 2023. nSOFA scores of survivors and non-survivors were compared, and area under the receiver operating characteristics curve (AUROC) for mortality was calculated. RESULTS 104 subjects were identified (88 lived, 16 died). AUROC at blood culture collection (T0), 6 h after collection (T6), and the maximum nSOFA at T0 or T6 (T0-6max) were 0.76 (95% CI: 0.62, 0.91), 0.89 (0.80, 0.99), and 0.87 (0.77, 0.97), respectively. Analyses restricted to birthweight (<1.5, <1 kg) or gestational age (<32, <29 week) cutoffs revealed AUROC ranges of 0.86-0.92 for T6 and 0.82-0.84 for T0-6max. CONCLUSIONS The nSOFA showed good-to-excellent discrimination of mortality among infants with EOS in the NICU.
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Affiliation(s)
- Kee Thai Yeo
- Department of Neonatology, KK Women's and Children's Hospital, Singapore, Singapore,
- Duke-NUS School of Medicine, Singapore, Singapore,
| | - Guan Lin Goh
- Department of Neonatology, KK Women's and Children's Hospital, Singapore, Singapore
| | - Woo Yeon Park
- Biomedical Informatics and Data Science, Johns Hopkins University, Baltimore, Maryland, USA
| | - James L Wynn
- Department of Pediatrics, University of Florida, Gainesville, Florida, USA
| | - Khyzer B Aziz
- Biomedical Informatics and Data Science, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Papadogeorgou P, Boutsikou T, Boutsikou M, Pergantou E, Mantzou A, Papassotiriou I, Iliodromiti Z, Sokou R, Bouza E, Politou M, Iacovidou N, Valsami S. A Global Assessment of Coagulation Profile and a Novel Insight into Adamts-13 Implication in Neonatal Sepsis. BIOLOGY 2023; 12:1281. [PMID: 37886991 PMCID: PMC10604288 DOI: 10.3390/biology12101281] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/19/2023] [Accepted: 09/21/2023] [Indexed: 10/28/2023]
Abstract
Neonatal sepsis is a life-threatening condition associated with significant morbidity and mortality. Sepsis-induced coagulopathy is a well-recognized entity, signifying the strong cross-talk between inflammation and coagulation. The aim of the present study was to compare the coagulation profile between the acute phase of sepsis and recovery in term and preterm neonates. Additional comparisons to healthy neonates were undertaken. Levels of clotting, anti-clotting factors and ADAMTS-13 (A disintegrin and metalloprotease with thrombospondin type-1 motives), the cleaving protein of von Willebrand factor (VWF), were measured in 16 term and preterm neonates in the acute phase of infection and following recovery, as well as in 18 healthy neonates. Clotting times were prolonged, while levels of particular clotting factors were lower in the acute phase of infection compared to controls and recovery. On the other hand, levels of fibrinogen, factor VIII (FVIII) and VWF were significantly higher in the acute phase in comparison to controls and recovery, while they remained persistently higher in the infection group compared to controls. In regard to the anticlotting mechanism, a clear suppression was observed in septic neonates. ADAMTS-13 levels were significantly lower in the acute phase of infection in comparison to controls and recovery (p = 0.015 and 0.004, respectively), while a trend toward superimposed normalization was demonstrated post infection, as higher ADAMTS-13 levels were measured in recovered neonates compared to controls (p = 0.002). The coagulation profile is considerably deranged in neonatal sepsis. ADAMTS-13 deficiency in septic neonates is a novel finding with promising future implications, as ADAMTS-13 substitution may serve as a useful therapeutic option in neonatal sepsis, prompting further investigation in future studies.
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Affiliation(s)
- Paraskevi Papadogeorgou
- Neonatal Department, Medical School, National and Kapodistrian University of Athens, Aretaieio Hospital, 115 28 Athens, Greece
| | - Theodora Boutsikou
- Neonatal Department, Medical School, National and Kapodistrian University of Athens, Aretaieio Hospital, 115 28 Athens, Greece
| | - Maria Boutsikou
- Neonatal Department, Medical School, National and Kapodistrian University of Athens, Aretaieio Hospital, 115 28 Athens, Greece
| | - Eleni Pergantou
- Haemostasis Unit/Haemophilia Centre, “Aghia Sophia” Children’s Hospital, 115 27 Athens, Greece
| | - Aimilia Mantzou
- First Department of Paediatrics, Medical School, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 115 27 Athens, Greece
| | - Ioannis Papassotiriou
- First Department of Paediatrics, Medical School, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 115 27 Athens, Greece
| | - Zoi Iliodromiti
- Neonatal Department, Medical School, National and Kapodistrian University of Athens, Aretaieio Hospital, 115 28 Athens, Greece
| | - Rozeta Sokou
- Neonatal Department, Medical School, National and Kapodistrian University of Athens, Aretaieio Hospital, 115 28 Athens, Greece
| | - Elena Bouza
- 2nd Neonatal Intensive Care Unit, “Aghia Sophia” Children’s Hospital, 115 27 Athens, Greece
| | - Marianna Politou
- Blood Transfusion Department, Aretaieio Hospital, Medical School, National and Kapodistrian University of Athens, 115 28 Athens, Greece
| | - Nikoletta Iacovidou
- Neonatal Department, Medical School, National and Kapodistrian University of Athens, Aretaieio Hospital, 115 28 Athens, Greece
| | - Serena Valsami
- Blood Transfusion Department, Aretaieio Hospital, Medical School, National and Kapodistrian University of Athens, 115 28 Athens, Greece
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20
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Kharrat A, Zhu F, Baczynski M, Ye XY, Weisz D, Jain A. Organ dysfunction and mortality in preterm neonates with late-onset bloodstream infection. Pediatr Res 2023; 94:1044-1050. [PMID: 36906720 DOI: 10.1038/s41390-023-02541-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 02/06/2023] [Accepted: 02/08/2023] [Indexed: 03/13/2023]
Abstract
BACKGROUND Organ dysfunction (ODF) in late-onset bloodstream infection (LBSI) is associated with increased risk of adverse outcomes. However, no established definition of ODF exists among preterm neonates. Our objective was to describe an outcome-based ODF definition for preterm infants, and assess factors associated with mortality. METHODS This is a six-year retrospective study of neonates <35 weeks gestational age, >72 h of age, with non-CONS bacterial/fungal LBSI. Discriminatory ability of each parameter for mortality was evaluated: base deficit ≤-8 mmol/L (BD8), renal dysfunction (urine output <1 cc/kg/h or creatinine ≥100 μmol/L), hypoxic respiratory failure (HRF, ventilated, FiO2 = 1.0), or vasopressor/inotrope use (V/I). Multivariable logistic regression analysis was performed to derive a mortality score. RESULTS One hundred and forty-eight infants had LBSI. BD8 had the highest individual predictive ability for mortality (AUROC = 0.78). The combination BD8 + HRF + V/I was used to define ODF (AUROC = 0.84). Fifty-seven (39%) infants developed ODF, among which 28 (49%) died. Mortality increased inversely relative to GA at LBSI-onset (aOR 0.81 [0.67, 0.98]) and directly relative to ODF occurrence (12.15 [4.48, 33.92]). Compared to no-ODF, ODF infants had lower GA and age at illness, and higher frequency of Gram-negative pathogen. CONCLUSIONS Among preterm neonates with LBSI, significant metabolic acidosis, HRF, and vasopressor/inotrope use may identify infants high risk for mortality. These criteria could help identify patients for future studies of adjunctive therapies. IMPACT Sepsis-related organ dysfunction is associated with increased risk of adverse outcomes. Among preterm neonates, significant metabolic acidosis, use of vasopressors/inotropes, and hypoxic respiratory failure may identify high-risk infants. This can be used to target research and quality improvement efforts toward the most vulnerable infants.
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Affiliation(s)
- Ashraf Kharrat
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada.
- Department of Paediatrics, Mount Sinai Hospital, Toronto, ON, Canada.
| | - Faith Zhu
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
- Department of Paediatrics, Mount Sinai Hospital, Toronto, ON, Canada
| | | | - Xiang Y Ye
- MiCare Research Centre, Mount Sinai Hospital, Toronto, ON, Canada
| | - Dany Weisz
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
- Newborn and Developmental Paediatrics, Sunnybrook Health Sciences, Toronto, ON, Canada
| | - Amish Jain
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
- Department of Paediatrics, Mount Sinai Hospital, Toronto, ON, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
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21
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Liu X, Mu Y. Lymphocyte to C-Reactive Protein Ratio as an Early Biomarker to Distinguish Sepsis from Pneumonia in Neonates. J Inflamm Res 2023; 16:3509-3517. [PMID: 37608883 PMCID: PMC10441656 DOI: 10.2147/jir.s424897] [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: 06/07/2023] [Accepted: 08/11/2023] [Indexed: 08/24/2023] Open
Abstract
Background Neonatal sepsis is an acute and severe disease that seriously threatens the life and health of newborns. Neonates with pneumonia may also have unrecognized neonatal sepsis. Early diagnosis of neonatal sepsis is beneficial for early treatment. This study aimed to evaluate the clinical significance of the lymphocyte-to-C-reactive protein ratio (LCR) as an early biomarker to distinguish sepsis from pneumonia. Methods This retrospective study enrolled 1635 neonates with pneumonia from February 2016 to March 2022. Among them, 182 cases were diagnosed with sepsis based on the positive blood culture results. Clinical and laboratory data were extracted from the electronic medical records. LCR was calculated as the ratio of the total lymphocyte count (×109 cells/L) to the C-reactive protein level (mg/L). Binary logistic regression analysis was conducted to evaluate the clinical significance of LCR as an early biomarker in distinguishing sepsis from pneumonia. Receiver operating characteristic (ROC) analysis was performed to assess the diagnostic value of LPCR in sepsis cases. All statistical analyses were conducted using Statistical Product and Service Solutions, version 24.0. Results The neonates with pneumonia combined with sepsis had a lower LCR than that of the neonates with pneumonia. Further analysis showed that the prevalence of neonatal pneumonia combined with sepsis was significantly higher in the low-LCR group than in the high-LCR group (20.7% vs 5.5%, P < 001). Binary logistic regression revealed that LCR was an independent risk factor for identifying pneumonia combined with sepsis. The ROC curve analysis revealed that LCR had better power than the lymphocyte count and CRP level individually in diagnosing neonatal pneumonia combined with sepsis (0.72 vs 0.65 vs 0.66, P < 0.001), with 62% sensitivity and 72% specificity. Conclusion LCR can be a potential early biomarker in distinguishing neonates with sepsis from those with pneumonia.
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Affiliation(s)
- Xinrui Liu
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Yuan Mu
- Institute of Thermology, Henan Institute of Metrology and Testing Sciences, Zhengzhou, People’s Republic of China
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22
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Dathe AK, Stein A, Bruns N, Craciun ED, Tuda L, Bialas J, Brasseler M, Felderhoff-Mueser U, Huening BM. Early Prediction of Mortality after Birth Asphyxia with the nSOFA. J Clin Med 2023; 12:4322. [PMID: 37445355 DOI: 10.3390/jcm12134322] [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: 04/26/2023] [Revised: 06/11/2023] [Accepted: 06/25/2023] [Indexed: 07/15/2023] Open
Abstract
(1) Birth asphyxia is a major cause of delivery room resuscitation. Subsequent organ failure and hypoxic-ischemic encephalopathy (HIE) account for 25% of all early postnatal deaths. The neonatal sequential organ failure assessment (nSOFA) considers platelet count and respiratory and cardiovascular dysfunction in neonates with sepsis. To evaluate whether nSOFA is also a useful predictor for in-hospital mortality in neonates (≥36 + 0 weeks of gestation (GA)) following asphyxia with HIE and therapeutic hypothermia (TH), (2) nSOFA was documented at ≤6 h of life. (3) A total of 65 infants fulfilled inclusion criteria for TH. All but one infant received cardiopulmonary resuscitation and/or respiratory support at birth. nSOFA was lower in survivors (median 0 [IQR 0-2]; n = 56, median GA 39 + 3, female n = 28 (50%)) than in non-survivors (median 10 [4-12], p < 0.001; n = 9, median GA 38 + 6, n = 4 (44.4%)). This was also observed for the respiratory (p < 0.001), cardiovascular (p < 0.001), and hematologic sub-scores (p = 0.003). The odds ratio for mortality was 1.6 [95% CI = 1.2-2.1] per one-point increase in nSOFA. The optimal cut-off value of nSOFA to predict mortality was 3.5 (sensitivity 100.0%, specificity 83.9%). (4) Since early accurate prognosis following asphyxia with HIE and TH is essential to guide decision making, nSOFA (≤6 h of life) offers the possibility of identifying infants at risk of mortality.
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Affiliation(s)
- Anne-Kathrin Dathe
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
- Department of Health and Nursing, Occupational Therapy, Ernst-Abbe-University of Applied Sciences, 07745 Jena, Germany
| | - Anja Stein
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
| | - Nora Bruns
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
| | - Elena-Diana Craciun
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
| | - Laura Tuda
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
| | - Johanna Bialas
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
| | - Maire Brasseler
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
| | - Ursula Felderhoff-Mueser
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
| | - Britta M Huening
- Neonatology, Paediatric Intensive Care and Paediatric Neurology, Department of Paediatrics I, University Hospital Essen, University of Duisburg-Essen, 45122 Essen, Germany
- Centre for Translational Neuro- and Behavioural Sciences, C-TNBS, Faculty of Medicine, University of Duisburg-Essen, 45122 Essen, Germany
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23
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Husain AN, Eiden E, Vesoulis ZA. Use of an electronic medical record to optimize a neonatal sepsis score for mortality prediction. J Perinatol 2023; 43:746-751. [PMID: 36450852 PMCID: PMC10580075 DOI: 10.1038/s41372-022-01573-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 11/17/2022] [Accepted: 11/24/2022] [Indexed: 12/03/2022]
Abstract
OBJECTIVE Late-onset sepsis (LOS) is a significant cause of mortality in preterm infants. The neonatal sequential organ failure assessment (nSOFA) provides an objective assessment of sepsis risk but requires manual calculation. We developed an EMR pipeline to automate nSOFA calculation for more granular analysis of score performance and to identify optimal alerting thresholds. METHODS Infants born <33 weeks of gestation with LOS were included. A SQL-based pipeline calculated hourly nSOFA scores 48 h before/after sepsis evaluation. Sensitivity analysis identified the optimal timing and threshold of nSOFA for LOS mortality. RESULTS Eighty episodes of LOS were identified (67 survivors, 13 non-survivor). Non-survivors had persistently elevated nSOFA scores, markedly increasing 12 h prior to culture. At sepsis evaluation, the AUC for nSOFA >2 was 0.744 (p = 0.0047); thresholds of >3 and >4 produced lower AUCs. CONCLUSIONS nSOFA is persistently elevated for infants with LOS mortality compared to survivors with an optimal alert threshold >2.
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Affiliation(s)
- Ameena N Husain
- Department of Pediatrics, Division of Newborn Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Elise Eiden
- Institute for Informatics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Zachary A Vesoulis
- Department of Pediatrics, Division of Newborn Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA.
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24
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Russell NJ, Stöhr W, Plakkal N, Cook A, Berkley JA, Adhisivam B, Agarwal R, Ahmed NU, Balasegaram M, Ballot D, Bekker A, Berezin EN, Bilardi D, Boonkasidecha S, Carvalheiro CG, Chami N, Chaurasia S, Chiurchiu S, Colas VRF, Cousens S, Cressey TR, de Assis ACD, Dien TM, Ding Y, Dung NT, Dong H, Dramowski A, DS M, Dudeja A, Feng J, Glupczynski Y, Goel S, Goossens H, Hao DTH, Khan MI, Huertas TM, Islam MS, Jarovsky D, Khavessian N, Khorana M, Kontou A, Kostyanev T, Laoyookhon P, Lochindarat S, Larsson M, Luca MD, Malhotra-Kumar S, Mondal N, Mundhra N, Musoke P, Mussi-Pinhata MM, Nanavati R, Nakwa F, Nangia S, Nankunda J, Nardone A, Nyaoke B, Obiero CW, Owor M, Ping W, Preedisripipat K, Qazi S, Qi L, Ramdin T, Riddell A, Romani L, Roysuwan P, Saggers R, Roilides E, Saha SK, Sarafidis K, Tusubira V, Thomas R, Velaphi S, Vilken T, Wang X, Wang Y, Yang Y, Zunjie L, Ellis S, Bielicki JA, Walker AS, Heath PT, Sharland M. Patterns of antibiotic use, pathogens, and prediction of mortality in hospitalized neonates and young infants with sepsis: A global neonatal sepsis observational cohort study (NeoOBS). PLoS Med 2023; 20:e1004179. [PMID: 37289666 PMCID: PMC10249878 DOI: 10.1371/journal.pmed.1004179] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 01/19/2023] [Indexed: 06/10/2023] Open
Abstract
BACKGROUND There is limited data on antibiotic treatment in hospitalized neonates in low- and middle-income countries (LMICs). We aimed to describe patterns of antibiotic use, pathogens, and clinical outcomes, and to develop a severity score predicting mortality in neonatal sepsis to inform future clinical trial design. METHODS AND FINDINGS Hospitalized infants <60 days with clinical sepsis were enrolled during 2018 to 2020 by 19 sites in 11 countries (mainly Asia and Africa). Prospective daily observational data was collected on clinical signs, supportive care, antibiotic treatment, microbiology, and 28-day mortality. Two prediction models were developed for (1) 28-day mortality from baseline variables (baseline NeoSep Severity Score); and (2) daily risk of death on IV antibiotics from daily updated assessments (NeoSep Recovery Score). Multivariable Cox regression models included a randomly selected 85% of infants, with 15% for validation. A total of 3,204 infants were enrolled, with median birth weight of 2,500 g (IQR 1,400 to 3,000) and postnatal age of 5 days (IQR 1 to 15). 206 different empiric antibiotic combinations were started in 3,141 infants, which were structured into 5 groups based on the World Health Organization (WHO) AWaRe classification. Approximately 25.9% (n = 814) of infants started WHO first line regimens (Group 1-Access) and 13.8% (n = 432) started WHO second-line cephalosporins (cefotaxime/ceftriaxone) (Group 2-"Low" Watch). The largest group (34.0%, n = 1,068) started a regimen providing partial extended-spectrum beta-lactamase (ESBL)/pseudomonal coverage (piperacillin-tazobactam, ceftazidime, or fluoroquinolone-based) (Group 3-"Medium" Watch), 18.0% (n = 566) started a carbapenem (Group 4-"High" Watch), and 1.8% (n = 57) a Reserve antibiotic (Group 5, largely colistin-based), and 728/2,880 (25.3%) of initial regimens in Groups 1 to 4 were escalated, mainly to carbapenems, usually for clinical deterioration (n = 480; 65.9%). A total of 564/3,195 infants (17.7%) were blood culture pathogen positive, of whom 62.9% (n = 355) had a gram-negative organism, predominantly Klebsiella pneumoniae (n = 132) or Acinetobacter spp. (n = 72). Both were commonly resistant to WHO-recommended regimens and to carbapenems in 43 (32.6%) and 50 (71.4%) of cases, respectively. MRSA accounted for 33 (61.1%) of 54 Staphylococcus aureus isolates. Overall, 350/3,204 infants died (11.3%; 95% CI 10.2% to 12.5%), 17.7% if blood cultures were positive for pathogens (95% CI 14.7% to 21.1%, n = 99/564). A baseline NeoSep Severity Score had a C-index of 0.76 (0.69 to 0.82) in the validation sample, with mortality of 1.6% (3/189; 95% CI: 0.5% to 4.6%), 11.0% (27/245; 7.7% to 15.6%), and 27.3% (12/44; 16.3% to 41.8%) in low (score 0 to 4), medium (5 to 8), and high (9 to 16) risk groups, respectively, with similar performance across subgroups. A related NeoSep Recovery Score had an area under the receiver operating curve for predicting death the next day between 0.8 and 0.9 over the first week. There was significant variation in outcomes between sites and external validation would strengthen score applicability. CONCLUSION Antibiotic regimens used in neonatal sepsis commonly diverge from WHO guidelines, and trials of novel empiric regimens are urgently needed in the context of increasing antimicrobial resistance (AMR). The baseline NeoSep Severity Score identifies high mortality risk criteria for trial entry, while the NeoSep Recovery Score can help guide decisions on regimen change. NeoOBS data informed the NeoSep1 antibiotic trial (ISRCTN48721236), which aims to identify novel first- and second-line empiric antibiotic regimens for neonatal sepsis. TRIAL REGISTRATION ClinicalTrials.gov, (NCT03721302).
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Affiliation(s)
- Neal J. Russell
- Center for Neonatal and Paediatric Infection (CNPI), Institute of Infection & Immunity, St George’s University of London, London, United Kingdom
| | - Wolfgang Stöhr
- Medical Research Council Clinical Trials Unit at University College London, London, United Kingdom
| | - Nishad Plakkal
- Department of Neonatology, Jawaharlal Institute of Postgraduate Medical Education & Research (JIPMER), Pondicherry, India
| | - Aislinn Cook
- Center for Neonatal and Paediatric Infection (CNPI), Institute of Infection & Immunity, St George’s University of London, London, United Kingdom
| | - James A. Berkley
- Clinical Research Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- The Childhood Acute Illness & Nutrition (CHAIN) Network, Nairobi, Kenya
| | - Bethou Adhisivam
- Department of Neonatology, Jawaharlal Institute of Postgraduate Medical Education & Research (JIPMER), Pondicherry, India
| | - Ramesh Agarwal
- Newborn Division and WHO-CC, All India Institute of Medical Sciences, New Delhi, India
| | - Nawshad Uddin Ahmed
- Child Health Research Foundation (CHRF), Dhaka Shishu Hospital, Dhaka, Bangladesh
| | - Manica Balasegaram
- Global Antibiotic Research and Development Partnership (GARDP), Geneva, Switzerland
| | - Daynia Ballot
- Department of Paediatrics and Child Health, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Adrie Bekker
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
| | | | | | | | - Cristina G. Carvalheiro
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Neema Chami
- Department of Paediatrics and Child Health, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Suman Chaurasia
- All India Institute of Medical Sciences, Department of Paediatrics, New Delhi, India
| | - Sara Chiurchiu
- Academic Hospital Paediatric Department, Bambino Gesù Children’s Hospital, Rome, Italy
| | | | - Simon Cousens
- Faculty of Epidemiology and Population Health, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Tim R. Cressey
- PHPT/IRD-MIVEGEC, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
| | | | - Tran Minh Dien
- Vietnam National Children’s Hospital, Hanoi, Vietnam and Surgical Intensive Care Unit, Vietnam National Children’s Hospital, Hanoi, Vietnam
| | - Yijun Ding
- Vietnam National Children’s Hospital, Hanoi, Vietnam and Surgical Intensive Care Unit, Vietnam National Children’s Hospital, Hanoi, Vietnam
| | - Nguyen Trong Dung
- Vietnam National Children’s Hospital, Hanoi, Vietnam and Surgical Intensive Care Unit, Vietnam National Children’s Hospital, Hanoi, Vietnam
| | - Han Dong
- Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing, China
| | - Angela Dramowski
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
| | - Madhusudhan DS
- Neonatology Department, Seth GS Medical College and King Edward Memorial Hospital, Mumbai, India
| | - Ajay Dudeja
- Department of Neonatology, Lady Hardinge Medical College and Kalawati Saran Children’s Hospital, New Delhi, India
| | - Jinxing Feng
- Department of Neonatology, Shenzhen Children’s Hospital, Shenzhen, China
| | - Youri Glupczynski
- Laboratory of Medical Microbiology, University of Antwerp, Antwerp, Belgium
| | - Srishti Goel
- Department of Neonatology, Lady Hardinge Medical College and Kalawati Saran Children’s Hospital, New Delhi, India
| | - Herman Goossens
- Laboratory of Medical Microbiology, University of Antwerp, Antwerp, Belgium
| | - Doan Thi Huong Hao
- Vietnam National Children’s Hospital, Hanoi, Vietnam and Surgical Intensive Care Unit, Vietnam National Children’s Hospital, Hanoi, Vietnam
| | - Mahmudul Islam Khan
- Child Health Research Foundation (CHRF), Dhaka Shishu Hospital, Dhaka, Bangladesh
| | - Tatiana Munera Huertas
- Center for Neonatal and Paediatric Infection (CNPI), Institute of Infection & Immunity, St George’s University of London, London, United Kingdom
| | | | - Daniel Jarovsky
- Pediatric Infectious Diseases Unit, Santa Casa de São Paulo, São Paulo, Brazil
| | - Nathalie Khavessian
- Global Antibiotic Research and Development Partnership (GARDP), Geneva, Switzerland
| | - Meera Khorana
- Neonatal Unit, Department of Pediatrics, Queen Sirikit National Institute of Child Health, College of Medicine, Rangsit University, Bangkok, Thailand
| | - Angeliki Kontou
- Neonatology Dept, School of Medicine, Faculty of Health Sciences, Aristotle University and Hippokration General Hospital, Thessaloniki, Greece
| | - Tomislav Kostyanev
- Laboratory of Medical Microbiology, University of Antwerp, Antwerp, Belgium
| | | | | | - Mattias Larsson
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Maia De Luca
- Academic Hospital Paediatric Department, Bambino Gesù Children’s Hospital, Rome, Italy
| | | | - Nivedita Mondal
- Department of Neonatology, Jawaharlal Institute of Postgraduate Medical Education & Research (JIPMER), Pondicherry, India
| | - Nitu Mundhra
- Neonatology Department, Seth GS Medical College and King Edward Memorial Hospital, Mumbai, India
| | - Philippa Musoke
- Department of Paediatrics and Child Health, College of Health Sciences, Makerere University and MUJHU Care, Kampala, Uganda
| | - Marisa M. Mussi-Pinhata
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Ruchi Nanavati
- Neonatology Department, Seth GS Medical College and King Edward Memorial Hospital, Mumbai, India
| | - Firdose Nakwa
- Department of Paediatrics and Child Health, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Sushma Nangia
- Department of Neonatology, Lady Hardinge Medical College and Kalawati Saran Children’s Hospital, New Delhi, India
| | - Jolly Nankunda
- Makerere University - Johns Hopkins University Research Collaboration, Kampala, Uganda
| | | | - Borna Nyaoke
- Global Antibiotic Research and Development Partnership (GARDP), Geneva, Switzerland
| | - Christina W. Obiero
- Clinical Research Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Amsterdam UMC, University of Amsterdam, Emma Children’s Hospital, Department of Global Health, Amsterdam, the Netherlands
| | - Maxensia Owor
- Makerere University - Johns Hopkins University Research Collaboration, Kampala, Uganda
| | - Wang Ping
- Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing, China
| | | | - Shamim Qazi
- World Health Organization, Maternal, Newborn, Child and Adolescent Health Department, Geneva, Switzerland
| | - Lifeng Qi
- Department of Infectious Diseases, Shenzhen Children’s Hospital, Shenzhen, China
| | - Tanusha Ramdin
- Department of Paediatrics and Child Health, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Paediatrics and Child Health, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Amy Riddell
- Center for Neonatal and Paediatric Infection (CNPI), Institute of Infection & Immunity, St George’s University of London, London, United Kingdom
| | - Lorenza Romani
- Academic Hospital Paediatric Department, Bambino Gesù Children’s Hospital, Rome, Italy
| | - Praewpan Roysuwan
- PHPT/IRD-MIVEGEC, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
| | - Robin Saggers
- Department of Paediatrics and Child Health, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Emmanuel Roilides
- Infectious Diseases Unit, 3rd Dept Pediatrics, School of Medicine, Faculty of Health Sciences, Aristotle University and Hippokration General Hospital, Thessaloniki, Greece
| | - Samir K. Saha
- Child Health Research Foundation (CHRF), Dhaka Shishu Hospital, Dhaka, Bangladesh
| | - Kosmas Sarafidis
- Neonatology Dept, School of Medicine, Faculty of Health Sciences, Aristotle University and Hippokration General Hospital, Thessaloniki, Greece
| | - Valerie Tusubira
- Department of Paediatrics and Child Health, College of Health Sciences, Makerere University and MUJHU Care, Kampala, Uganda
| | - Reenu Thomas
- Department of Paediatrics and Child Health, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Sithembiso Velaphi
- Department of Paediatrics and Child Health, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Tuba Vilken
- Laboratory of Medical Microbiology, University of Antwerp, Antwerp, Belgium
| | - Xiaojiao Wang
- Department of Neonatology, Beijing Children’s Hospital, Capital Medical University, National Centre for Children’s Health, Beijing, China
| | - Yajuan Wang
- Department of Neonatology, Children’s Hospital, Capital Institute of Pediatrics, Yabao Road, Chaoyang District, Beijing, China
| | - Yonghong Yang
- Department of Neonatology, Shenzhen Children’s Hospital, Shenzhen, China
| | - Liu Zunjie
- Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing, China
| | - Sally Ellis
- Global Antibiotic Research and Development Partnership (GARDP), Geneva, Switzerland
| | - Julia A. Bielicki
- Center for Neonatal and Paediatric Infection (CNPI), Institute of Infection & Immunity, St George’s University of London, London, United Kingdom
| | - A. Sarah Walker
- Medical Research Council Clinical Trials Unit at University College London, London, United Kingdom
| | - Paul T. Heath
- Center for Neonatal and Paediatric Infection (CNPI), Institute of Infection & Immunity, St George’s University of London, London, United Kingdom
| | - Mike Sharland
- Center for Neonatal and Paediatric Infection (CNPI), Institute of Infection & Immunity, St George’s University of London, London, United Kingdom
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25
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Fleiss N, Polin RA. Sequential organ failure assessment scores to predict outcomes: from adults to neonates. Curr Opin Pediatr 2023; 35:218-222. [PMID: 36449658 DOI: 10.1097/mop.0000000000001207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
PURPOSE OF REVIEW Organ dysfunction severity scores (sequential organ failure assessment or SOFA) are commonly used in the adult and pediatric populations when assessing risk of mortality and adverse outcomes from sepsis. In contrast to sepsis definition in adults and children, clinical and laboratory criteria for defining neonatal sepsis have been inconclusive. More recently, studies have attempted to better understand the clinical progression of neonatal sepsis and associated mortality. This data has guided the development of a neonatal SOFA (nSOFA) score, based on common patterns of organ dysfunction observed in this population. RECENT FINDINGS Although SOFA scores in the adult and pediatric populations have their limitations with moderate sensitivities and specificities depending on the clinical setting, the nSOFA score has been validated in predicting sepsis attributable mortality in very low birth weight (VLBW) infants across several patient cohorts. Furthermore, the nSOFA score has been adapted for use in neonatal disease states, other than sepsis, with similar prognostic utility. SUMMARY Utilizing an nSOFA scoring system for prediction of sepsis attributable mortality in preterm infants allows for targeted interventions based on risk stratification, as well as better delineation of neonatal sepsis with subsequent improvements in research and patient safety outcomes.
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Affiliation(s)
- Noa Fleiss
- Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut
| | - Richard A Polin
- Department of Pediatrics, Columbia University School of Medicine, New York City, New York, USA
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Hayes R, Hartnett J, Semova G, Murray C, Murphy K, Carroll L, Plapp H, Hession L, O'Toole J, McCollum D, Roche E, Jenkins E, Mockler D, Hurley T, McGovern M, Allen J, Meehan J, Plötz FB, Strunk T, de Boode WP, Polin R, Wynn JL, Degtyareva M, Küster H, Janota J, Giannoni E, Schlapbach LJ, Keij FM, Reiss IKM, Bliss J, Koenig JM, Turner MA, Gale C, Molloy EJ. Neonatal sepsis definitions from randomised clinical trials. Pediatr Res 2023; 93:1141-1148. [PMID: 34743180 PMCID: PMC10132965 DOI: 10.1038/s41390-021-01749-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/27/2021] [Accepted: 08/31/2021] [Indexed: 11/08/2022]
Abstract
INTRODUCTION Neonatal sepsis is a leading cause of infant mortality worldwide with non-specific and varied presentation. We aimed to catalogue the current definitions of neonatal sepsis in published randomised controlled trials (RCTs). METHOD A systematic search of the Embase and Cochrane databases was performed for RCTs which explicitly stated a definition for neonatal sepsis. Definitions were sub-divided into five primary criteria for infection (culture, laboratory findings, clinical signs, radiological evidence and risk factors) and stratified by qualifiers (early/late-onset and likelihood of sepsis). RESULTS Of 668 papers screened, 80 RCTs were included and 128 individual definitions identified. The single most common definition was neonatal sepsis defined by blood culture alone (n = 35), followed by culture and clinical signs (n = 29), and then laboratory tests/clinical signs (n = 25). Blood culture featured in 83 definitions, laboratory testing featured in 48 definitions while clinical signs and radiology featured in 80 and 8 definitions, respectively. DISCUSSION A diverse range of definitions of neonatal sepsis are used and based on microbiological culture, laboratory tests and clinical signs in contrast to adult and paediatric sepsis which use organ dysfunction. An international consensus-based definition of neonatal sepsis could allow meta-analysis and translate results to improve outcomes.
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Affiliation(s)
- Rían Hayes
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Jack Hartnett
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Gergana Semova
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Cian Murray
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Katherine Murphy
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Leah Carroll
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Helena Plapp
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Louise Hession
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Jonathan O'Toole
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Danielle McCollum
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Edna Roche
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - Elinor Jenkins
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
| | - David Mockler
- John Stearne Medical Library, Trinity College Dublin, St. James' Hospital, Dublin, Ireland
| | - Tim Hurley
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
- Trinity Translational Medicine Institute, St James Hospital, Dublin, Ireland
| | - Matthew McGovern
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
- Trinity Translational Medicine Institute, St James Hospital, Dublin, Ireland
| | - John Allen
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
- Trinity Translational Medicine Institute, St James Hospital, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | - Judith Meehan
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | - Frans B Plötz
- Department of Paediatrics, Tergooi Hospital, Blaricum, The Netherlands
- Department of Paediatrics, Amsterdam UMC, University of Amsterdam, Emma Children's Hospital, Amsterdam, The Netherlands
| | - Tobias Strunk
- Neonatal Health and Development, Telethon Kids Institute, Perth, WA, Australia
- Neonatal Directorate, King Edward Memorial Hospital for Women, Perth, WA, Australia
| | - Willem P de Boode
- Radboud Institute for Health Sciences, Department of Neonatology, Radboud University Medical Center, Amalia Children's Hospital, Nijmegen, The Netherlands
| | - Richard Polin
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, Columbia University Medical Center, New York City, NY, USA
| | - James L Wynn
- Department of Pediatrics, University of Florida, Gainesville, FL, USA
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | - Marina Degtyareva
- Department of Neonatology, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Helmut Küster
- Neonatology, Clinic for Paediatric Cardiology, Intensive Care and Neonatology, University Medical Centre Göttingen, Göttingen, Germany
| | - Jan Janota
- Neonatal Unit, Department of Obstetrics and Gynecology, Motol University Hospital and Second Faculty of Medicine, Prague, Czech Republic
- Institute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Eric Giannoni
- Clinic of Neonatology, Department Mother-Woman-Child, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Luregn J Schlapbach
- Paediatric Critical Care Research Group, Child Health Research Centre, University of Queensland, Brisbane, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, Brisbane, Australia
- Department of Pediatrics, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Fleur M Keij
- Department of Pediatrics, Division of Neonatology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Irwin K M Reiss
- Department of Pediatrics, Division of Neonatology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Joseph Bliss
- Department of Pediatrics, Women & Infants Hospital of Rhode Island, Alpert Medical School of Brown University, Providence, USA
| | - Joyce M Koenig
- Division of Neonatology, Saint Louis University, Edward Doisy Research Center, St. Louis, MO, USA
| | - Mark A Turner
- Institute of Translational Medicine, University of Liverpool, Centre for Women's Health Research, Liverpool Women's Hospital, Liverpool, UK
| | - Christopher Gale
- Neonatal Medicine, School of Public Health, Faculty of Medicine, Chelsea and Westminster campus, Imperial College London, London, UK
| | - Eleanor J Molloy
- Discipline of Paediatrics, Trinity College Dublin, the University of Dublin & Children's Hospital Ireland (CHI) at Tallaght, Dublin, Ireland.
- Trinity Translational Medicine Institute, St James Hospital, Dublin, Ireland.
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland.
- Paediatrics, Coombe Women's and Infant's University Hospital, Dublin, Ireland.
- Neonatology, CHI at Crumlin, Dublin, Ireland.
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Jovičić M, Milosavljević MN, Folić M, Pavlović R, Janković SM. Predictors of Mortality in Early Neonatal Sepsis: A Single-Center Experience. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:medicina59030604. [PMID: 36984605 PMCID: PMC10057658 DOI: 10.3390/medicina59030604] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 03/10/2023] [Accepted: 03/15/2023] [Indexed: 03/30/2023]
Abstract
Background and Objectives: Early neonatal sepsis is associated with a significant mortality rate despite modern treatment strategies. Our aim was to identify risk factors contributing to the occurrence of death in newborns with early neonatal sepsis. Materials and Methods: We conducted a retrospective cross-sectional study that included newborns with early sepsis who received care in the intensive and semi-intensive care units at the Institute of Neonatology, Belgrade, Serbia. Newborns with early neonatal sepsis who died comprised the case group, whereas those who survived made up the control group. The diagnostic and therapeutic approach to the septic condition was carried out independently of this study, according to valid hospital protocols and current good practice guidelines. The influence of a large number of variables on the examined dichotomous outcome, as well as the mutual interaction of potential predictor variables, was examined by binary logistic regression. Results: The study included 133 pregnant women and 136 newborns with early neonatal sepsis, of which 51 (37.5%) died, while the remaining 85 newborns (62.5%) survived. Newborns who died had a statistically significantly lower birth weight compared to those who survived (882.8 ± 372.2 g vs. 1660.9 ± 721.1 g, p = 0.000). Additionally, compared to newborns who survived, among the deceased neonates there was a significantly higher proportion of extremely preterm newborns (74.5% vs. 22.4%, p = 0.000). The following risk factors for the occurrence of death in early neonatal sepsis were identified: low birth weight, sepsis caused by gram-negative bacteria, and the use of double-inotropic therapy and erythrocyte transfusion during the first week. Conclusions: Pediatricians should pay special attention to infants with early neonatal sepsis in whom any of the identified risk factors are present in order to prevent a fatal outcome.
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Affiliation(s)
| | - Miloš N Milosavljević
- Department of Pharmacology and Toxicology, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia
| | - Marko Folić
- Department of Pharmacy, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia
- Clinical Pharmacology Department, University Clinical Centre Kragujevac, 34000 Kragujevac, Serbia
| | - Radiša Pavlović
- Department of Pharmacy, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia
| | - Slobodan M Janković
- Department of Pharmacology and Toxicology, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia
- Clinical Pharmacology Department, University Clinical Centre Kragujevac, 34000 Kragujevac, Serbia
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28
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Zeigler AC, Ainsworth JE, Fairchild KD, Wynn JL, Sullivan BA. Sepsis and Mortality Prediction in Very Low Birth Weight Infants: Analysis of HeRO and nSOFA. Am J Perinatol 2023; 40:407-414. [PMID: 33971672 PMCID: PMC8578589 DOI: 10.1055/s-0041-1728829] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Scores to predict sepsis or define sepsis severity could improve care for very low birth weight (VLBW) infants. The heart rate characteristics (HRC) index (HeRO score) was developed as an early warning system for late-onset sepsis (LOS), and also rises before necrotizing enterocolitis (NEC). The neonatal sequential organ failure assessment (nSOFA) was developed to predict sepsis-associated mortality using respiratory, hemodynamic, and hematologic data. The aim of this study was to analyze the HRC index and nSOFA near blood cultures in VLBW infants relative to diagnosis and sepsis-associated mortality. STUDY DESIGN Retrospective, single-center study of VLBW infants from 2011 to 2019. We analyzed HRC index and nSOFA around blood cultures diagnosed as LOS/NEC. In a subgroup of the cohort, we analyzed HRC and nSOFA near the first sepsis-like illness (SLI) or sepsis ruled-out (SRO) compared with LOS/NEC. We compared scores by diagnosis and mortality during treatment. RESULTS We analyzed 179 LOS/NEC, 93 SLI, and 96 SRO blood culture events. In LOS/NEC, the HRC index increased before the blood culture, while nSOFA increased at the time of culture. Both scores were higher in nonsurvivors compared with survivors and in LOS/NEC compared with SRO. The nSOFA 12 hours after the time of blood culture predicted mortality during treatment better than any other time point analyzed (area under the curve 0.91). CONCLUSION The HRC index provides earlier warning of imminent sepsis, whereas nSOFA after blood culture provides better prediction of mortality. KEY POINTS · The HRC index and nSOFA provide complementary information on sepsis risk and sepsis-related mortality risk.. · This study adds to existing literature evaluating these risk scores independently by analyzing them together and in cases of not only proven but also suspected infections.. · The impact of combining risk models could be improved outcomes for premature infants..
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Affiliation(s)
- Angela C. Zeigler
- University of Virginia School of Medicine, Charlottesville, Virginia
- Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut
| | - John E. Ainsworth
- University of Virginia School of Medicine, Charlottesville, Virginia
| | - Karen D. Fairchild
- Division of Neonatology, Department of Pediatrics, University of Virginia School of Medicine, Charlottesville, Virginia
| | - James L. Wynn
- Division of Neonatology, Department of Pediatrics, University of Florida School of Medicine, Gainesville, Florida
| | - Brynne A. Sullivan
- Division of Neonatology, Department of Pediatrics, University of Virginia School of Medicine, Charlottesville, Virginia
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29
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King WE, Sullivan BA, Vesoulis ZA. It doesn't matter what they say in the papers… It's still ROC and roll to me. ANNALS OF TRANSLATIONAL MEDICINE 2023; 11:161. [PMID: 36923083 PMCID: PMC10009562 DOI: 10.21037/atm-23-289] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 02/01/2023] [Indexed: 02/12/2023]
Affiliation(s)
- William E King
- Medical Predictive Science Corporation, Charlottesville, VA, USA
| | - Brynne A Sullivan
- Department of Pediatrics, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Zachary A Vesoulis
- Department of Pediatrics, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
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30
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Improving child health through Big Data and data science. Pediatr Res 2023; 93:342-349. [PMID: 35974162 PMCID: PMC9380977 DOI: 10.1038/s41390-022-02264-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 06/10/2022] [Accepted: 06/28/2022] [Indexed: 12/04/2022]
Abstract
Child health is defined by a complex, dynamic network of genetic, cultural, nutritional, infectious, and environmental determinants at distinct, developmentally determined epochs from preconception to adolescence. This network shapes the future of children, susceptibilities to adult diseases, and individual child health outcomes. Evolution selects characteristics during fetal life, infancy, childhood, and adolescence that adapt to predictable and unpredictable exposures/stresses by creating alternative developmental phenotype trajectories. While child health has improved in the United States and globally over the past 30 years, continued improvement requires access to data that fully represent the complexity of these interactions and to new analytic methods. Big Data and innovative data science methods provide tools to integrate multiple data dimensions for description of best clinical, predictive, and preventive practices, for reducing racial disparities in child health outcomes, for inclusion of patient and family input in medical assessments, and for defining individual disease risk, mechanisms, and therapies. However, leveraging these resources will require new strategies that intentionally address institutional, ethical, regulatory, cultural, technical, and systemic barriers as well as developing partnerships with children and families from diverse backgrounds that acknowledge historical sources of mistrust. We highlight existing pediatric Big Data initiatives and identify areas of future research. IMPACT: Big Data and data science can improve child health. This review highlights the importance for child health of child-specific and life course-based Big Data and data science strategies. This review provides recommendations for future pediatric-specific Big Data and data science research.
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31
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Tennant R, Graham J, Mercer K, Ansermino JM, Burns CM. Automated digital technologies for supporting sepsis prediction in children: a scoping review protocol. BMJ Open 2022; 12:e065429. [PMID: 36414283 PMCID: PMC9685233 DOI: 10.1136/bmjopen-2022-065429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION While there have been several literature reviews on the performance of digital sepsis prediction technologies and clinical decision-support algorithms for adults, there remains a knowledge gap in examining the development of automated technologies for sepsis prediction in children. This scoping review will critically analyse the current evidence on the design and performance of automated digital technologies to predict paediatric sepsis, to advance their development and integration within clinical settings. METHODS AND ANALYSIS This scoping review will follow Arksey and O'Malley's framework, conducted between February and December 2022. We will further develop the protocol using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping reviews. We plan to search the following databases: Association of Computing Machinery (ACM) Digital Library, Cumulative Index to Nursing and Allied Health Literature (CINAHL), Embase, Google Scholar, Institute of Electric and Electronic Engineers (IEEE), PubMed, Scopus and Web of Science. Studies will be included on children >90 days postnatal to <21 years old, predicted to have or be at risk of developing sepsis by a digitalised model or algorithm designed for a clinical setting. Two independent reviewers will complete the abstract and full-text screening and the data extraction. Thematic analysis will be used to develop overarching concepts and present the narrative findings with quantitative results and descriptive statistics displayed in data tables. ETHICS AND DISSEMINATION Ethics approval for this scoping review study of the available literature is not required. We anticipate that the scoping review will identify the current evidence and design characteristics of digital prediction technologies for the timely and accurate prediction of paediatric sepsis and factors influencing clinical integration. We plan to disseminate the preliminary findings from this review at national and international research conferences in global and digital health, gathering critical feedback from multidisciplinary stakeholders. SCOPING REVIEW REGISTRATION: https://osf.io/veqha/?view_only=f560d4892d7c459ea4cff6dcdfacb086.
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Affiliation(s)
- Ryan Tennant
- Department of Systems Design Engineering, University of Waterloo Faculty of Engineering, Waterloo, Ontario, Canada
| | - Jennifer Graham
- Department of Psychology, University of Waterloo Faculty of Arts, Waterloo, Ontario, Canada
| | - Kate Mercer
- Department of Systems Design Engineering, University of Waterloo Faculty of Engineering, Waterloo, Ontario, Canada
- Library, University of Waterloo, Waterloo, Ontario, Canada
| | - J Mark Ansermino
- Department of Anesthesiology, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Catherine M Burns
- Department of Systems Design Engineering, University of Waterloo Faculty of Engineering, Waterloo, Ontario, Canada
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Mironov PI, Lekmanov АU, Amirova VR, Idrisova RG. Assessment of Severity and Prediction of Outcomes in Premature Newborns Based on the nSOFA Scale. MESSENGER OF ANESTHESIOLOGY AND RESUSCITATION 2022. [DOI: 10.21292/2078-5658-2022-19-5-87-92] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The objective: to evaluate the applicability of the nSOFA scale as a predictor of an unfavorable outcome in premature newborns.Subjects. The study was designed as retrospective and observational. The study enrolled 109 newborns with a gestational age of ≤ 32 weeks of pregnancy (birth weight 1,071 (772‒1,451) g, gestational age 29 (26‒32) weeks, 22 (20,4%) patients died. nSOFA scores were determined based on the first 72 hours after birth, and a peak values were used for analysis. Death was considered an unfavorable outcome.Results. The nSOFA score > 3 was associated with a odds ratio = 2.5 (CI 1.39–4.64, p = 0.002) for an unfavorable outcome. The area under the ROC curve was 0.796 (95% CI = 0.763–0.827).Conclusion. The nSOFA scale is an acceptable tool for measuring the severity of organ dysfunction and predicting mortality in premature newborns, regardless of the etiology of the disease.
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33
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Cao I, Lippmann N, Thome UH. The Value of Perinatal Factors, Blood Biomarkers and Microbiological Colonization Screening in Predicting Neonatal Sepsis. J Clin Med 2022; 11:5837. [PMID: 36233706 PMCID: PMC9571877 DOI: 10.3390/jcm11195837] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/22/2022] [Accepted: 09/28/2022] [Indexed: 11/09/2022] Open
Abstract
Background: Neonatal sepsis is one of the most important causes of elevated morbidity and mortality rates in neonatal intensive care units worldwide. While the clinical manifestations of neonatal sepsis tend to be nonspecific, its rapid development and life-threatening potential call for reliable markers for early detection. Methods: We conducted a retrospective single-center study including all neonates suspected of having developed neonatal sepsis from 2013 to 2016. Perinatal and clinical characteristics as well as microbiological and laboratory findings were evaluated. Neonatal sepsis was defined as either culture-proven sepsis (positive blood culture) or clinical sepsis (at least one symptom and elevated C-reactive protein (CRP) concentrations within 72 h with negative blood culture). We further differentiated between early-onset (EOS) and late-onset (LOS) sepsis. Results: Microbiological colonization screening by throat and rectal swabs frequently did not detect the organism that subsequently caused the sepsis. Depending on the age of the newborn with sepsis (EOS or LOS), associations between different anamnestic and clinical factors (prenatal or postnatal ones) were found. In particular, the central−peripheral temperature difference showed a strong association with LOS. Laboratory results useful for the early detection of neonatal sepsis included interleukin-6 (IL-6) and CRP concentrations. Conclusions: Elevated IL-6 >100 ng/L was a strong marker for neonatal sepsis. When choosing the antibiotics for treatment, data from microbiological colonization screening should be considered but not solely relied on. Some indicators of infection also depended on postnatal age.
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Affiliation(s)
- Isabel Cao
- Divison of Neonatology, Center for Pediatric Research, University Hospital for Children, Liebigstraße 20a, 04103 Leipzig, Germany
| | - Norman Lippmann
- Institute for Medical Microbiology and Virology, University of Leipzig, 04103 Leipzig, Germany
| | - Ulrich H. Thome
- Divison of Neonatology, Center for Pediatric Research, University Hospital for Children, Liebigstraße 20a, 04103 Leipzig, Germany
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Kharrat A, Ripstein G, Baczynski M, Zhu F, Ye XY, Joye S, Jain A. Validity of the vasoactive-inotropic score in preterm neonates receiving cardioactive therapies. Early Hum Dev 2022; 173:105657. [PMID: 36087459 DOI: 10.1016/j.earlhumdev.2022.105657] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 08/12/2022] [Accepted: 08/15/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND Vasoactive-Inotropic Score (VIS) is a weighted sum of various vasopressors and inotropes; its utility among preterm neonates is understudied. OBJECTIVE To investigate the association between maximum VIS (VISmax) during the first 12, 24 and 48 h of treatment among preterm neonates who received vasopressors/inotropes, and the composite outcome of death/severe neuroinjury (sNI). METHODS Retrospective cohort study, over 6-years, including neonates <35 weeks gestational age (GA). Infants who met the primary composite outcome of death or sNI (defined as new intraventricular hemorrhage ≥grade 3 or periventricular leukomalacia) were compared to those who survived without sNI. Maximum VIS was categorized as <10, 10-19 or ≥ 20 for comparison. RESULTS 192 infants (mean GA and birth weight 26.8 ± 3.3 weeks and 952 ± 528 g, respectively) were included. The most common primary diagnosis was sepsis/necrotizing enterocolitis (69 %). Median VIS for the entire cohort was 10. Death/sNI was associated with lower GA at birth and treatment, as well as higher frequency of VISmax of 10-19 or ≥20, compared to <10, during each time period (all p < 0.01). Multivariable regression revealed GA at treatment and VISmax ≥ 20 [not 10-19, referenced to <10] were associated death/sNI; adjusted odds ratio (95 % CI) for VISmax ≥ 20 within 12, 24, and 48 h were 4.2 (1.6-11.0), 4.9 (1.9-12.3), and 6.7 (2.7-16.7), respectively. CONCLUSIONS Vasoactive-Inotropic Score may be a valid measure to quantify cardiovascular support in preterm infants needing hemodynamic support. Maximum VIS ≥20 within 48 h of treatment initiation may identify patients at high risk of adverse outcomes.
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Affiliation(s)
- Ashraf Kharrat
- Department of Paediatrics, Mount Sinai Hospital, Toronto, ON, Canada; Department of Paediatrics, University of Toronto, Toronto, ON, Canada.
| | | | - Michelle Baczynski
- Department of Respiratory Therapy, Mount Sinai Hospital, Toronto, ON, Canada
| | - Faith Zhu
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Xiang Y Ye
- Maternal-Infant Care Research Centre, Mount Sinai Hospital, Toronto, ON, Canada
| | - Sebastien Joye
- Clinic of Neonatology, Lausanne University Hospital, Lausanne, Switzerland
| | - Amish Jain
- Department of Paediatrics, Mount Sinai Hospital, Toronto, ON, Canada; Department of Paediatrics, University of Toronto, Toronto, ON, Canada; Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
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35
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Lobo BBP, Marba STM, Machado HC, Caldas JPS. Neonatal Sequential Organ Failure Assessment as a late-onset sepsis mortality predictor in very low birth weight newborns: a Brazilian cohort study. Eur J Pediatr 2022; 181:3767-3774. [PMID: 35982172 DOI: 10.1007/s00431-022-04583-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 07/11/2022] [Accepted: 08/01/2022] [Indexed: 11/03/2022]
Abstract
Death is a frequent occurrence in late-onset neonatal sepsis (LOS). We aimed to evaluate if the Neonatal Sequential Organ Failure Assessment (nSOFA) is associated with mortality due to LOS in very low birth weight (VLBW) infants. This is a single-center Brazilian cohort study including VLBW infants admitted between 2006 and 2020 who were diagnosed with LOS caused by Staphylococcus aureus, Enterococcus sp or Gram-negative bacteria. The primary outcome was mortality associated with sepsis. Two groups of patients-survivors and non-survivors-were compared regarding descriptive maternal and neonatal variables and the nSOFA score, evaluated at nine moments, from 48 hours before the diagnosis of sepsis to 48 hours later (T-48, T-24, T-12, T-6, T0, T+6, T+12, T+24, T+48). Diagnostic accuracy was expressed as the area under the curve (AUC). Among the 1574 VLBW infants hospitalized in the period, 114 episodes of culture-confirmed LOS occurred. There were 21 sepsis-related deaths (18.4%), mostly from Gram-negative bacteria and Enterococcus sp. There were no statistically significant differences between the groups regarding maternal and neonatal variables. Median nSOFA was significantly higher in the non-survivor group at all time points (range 2 to 13 versus 1 to 3). In the logistic regression analysis, each increment of one point in the score significantly increases the risk of death in eight of the nine moments, but no difference was found in T-24. Time T-6 had the best accuracy (88.1%). Conclusion: The nSOFA score was significantly associated with the risk of death from LOS in VLBW infants. What is Known: • The neonatal sepsis may result in organ dysfunction and death, and it is important to find indicators that could identify this clinical progression. • The nSOFA score was proposed in 2020 to predict mortality from LOS, but since it is recent and still in the research phase, further studies are important to improve it before being widely used in clinical practice. What is New: • We showed a significative association between higher nSOFA scores and mortality. Our results corroborate the validity and the importance of the nSOFA score and highlight its high NPV.
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Affiliation(s)
- Bárbara B P Lobo
- Department of Pediatrics, State University of Campinas - Unicamp, School of Medical Sciences, Campinas, São Paulo, Brazil.
| | - Sergio T M Marba
- Department of Pediatrics, State University of Campinas - Unicamp, School of Medical Sciences, Campinas, São Paulo, Brazil
| | - Helymar C Machado
- State University of Campinas - Unicamp, Women's Hospital, São Paulo, Campinas, Brazil
| | - Jamil P S Caldas
- Department of Pediatrics, State University of Campinas - Unicamp, School of Medical Sciences, Campinas, São Paulo, Brazil
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Nachate S, Rouhi S, Ouassif H, Bennani H, Hachimi A, Mouaffak Y, Younous S, Bennaoui F, El Idrissi Slitine N, Maoulainine FMR, Lamrani Hanchi A, Soraa N. Multidrug-Resistant Bacteria Isolated from Blood Culture Samples in a Moroccan Tertiary Hospital: True Bacteremia or Contamination? Infect Drug Resist 2022; 15:5691-5704. [PMID: 36193293 PMCID: PMC9526425 DOI: 10.2147/idr.s373065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 08/26/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose To demonstrate the relevance of clinico-biological correlation in the interpretation of positive blood cultures (BC) for multidrug-resistant (MDR) bacteria, among adult and pediatric patients, in order to distinguish between true bacteremia (TB) and contaminations and to evaluate the impact on patient management. Patients and Methods This six-month study was conducted at Mohammed VI University Hospital in Marrakech. All MDR bacteria isolated from BCs carried out on hospitalized patients during this period were included. For each positive BC to MDR microorganism, demographic and clinical characteristics, laboratory findings, therapeutic and evolution data were collected. Results TB was considered in 157 (94.6%) of the 166 positive-culture episodes for MDR bacteria, while 9 (5.4%) were classified as false-positive. Contamination rate was 0.2% (9/3824). TB and contaminations occurred mainly in intensive care units (ICUs), with the neonatal ICU being the most concerned (p = 0.016). Clinical signs of sepsis were present in all TB patients, with a significant difference between the two groups (p = 0.000). CRP values were higher in the TB group (p = 0.000). The most isolated true pathogens were ESBL-producing Enterobacterales (50%) and carbapenem-resistant Enterobacterales (33.3%). They also predominated in contaminated BCs. Isolation of the same microorganism from other sites was significantly associated with TB (p = 0.012). In contrast to the contaminations group, the difference in the clinical course of TB patients, according to whether or not they received appropriate probabilistic antibiotics, was statistically significant (p = 0.000). These patients had longer hospital stays and longer durations of antibiotic therapy. The overall mortality rate was 39.6%. Conclusion Distinguishing between MDR-positive BCs representing clinically significant bacteremia or simple contamination requires a careful clinical, biological, and microbiological confrontation of each MDR positive BC in order to avoid unnecessary overuse of broad-spectrum antibiotics and thus reduce resistance selective pressure.
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Affiliation(s)
- Soumia Nachate
- Department of Microbiology, Mohamed VI University Hospital Center, Marrakech, Morocco
- Correspondence: Soumia Nachate, Department of Microbiology, Mohamed VI University Hospital Center, BP2360 Principal, Ibn Sina Avenue, Marrakech, 40160, Morocco, Tel +212 658956312, Email
| | - Salma Rouhi
- Department of Microbiology, Mohamed VI University Hospital Center, Marrakech, Morocco
| | - Hicham Ouassif
- Department of Microbiology, Mohamed VI University Hospital Center, Marrakech, Morocco
| | - Hind Bennani
- Department of Microbiology, Mohamed VI University Hospital Center, Marrakech, Morocco
| | - Abdelhamid Hachimi
- Department of Intensive Care, Mohamed VI University Hospital Center, Marrakech, Morocco
| | - Youssef Mouaffak
- Pediatric Intensive Care Department, Mohamed VI University Hospital Center, Marrakech, Morocco
| | - Said Younous
- Pediatric Intensive Care Department, Mohamed VI University Hospital Center, Marrakech, Morocco
| | - Fatiha Bennaoui
- Neonatal Intensive Care Department, Mohamed VI University Hospital Center, Marrakech, Morocco
| | | | | | - Asmae Lamrani Hanchi
- Department of Microbiology, Mohamed VI University Hospital Center, Marrakech, Morocco
| | - Nabila Soraa
- Department of Microbiology, Mohamed VI University Hospital Center, Marrakech, Morocco
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Gonçalves-Ferri WA, Ferreira CHF, Albuquerque LMS, Silva JBC, Caixeta MV, Carmona F, Calixto C, Aragon DC, Crott G, Mussi-Pinhata MM, Roosch A, Sbragia L. Mild controlled hypothermia for necrotizing enterocolitis treatment to preterm neonates: low technology technique description and safety analysis. Eur J Pediatr 2022; 181:3511-3521. [PMID: 35840777 DOI: 10.1007/s00431-022-04558-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 06/22/2022] [Accepted: 07/04/2022] [Indexed: 11/03/2022]
Abstract
UNLABELLED We performed a quality improvement project to necrotizing enterocolitis (NEC) and published our results about the initiative in 2021. However, aspects on the safety of the cooling and how to do therapeutic hypothermia with low technology to preterm infants are not described in this previous reporter. Thus, we aim to describe the steps and management to apply hypothermia in preterm infants using low technology and present the safety aspects regarding the initiative. We performed a quality improvement project to NEC in a reference hospital for neonatology (intensive care unit). Forty-three preterm infants with NEC (modified Bell's stage II/III) were included: 19 in the control group (2015-2018) and 24 in the hypothermic group (2018-2020). The control group received standard treatments. The hypothermia group received standard treatment and underwent passive cooling (35.5 °C, used for 48 h after NEC diagnosis). We reported cooling safety to NEC, assessing hematological and gasometrical parameters, coagulation disorders, clinical instability, and neurological disorders. We described how to perform cooling to preterm infants using incubators' servo-control and the occurrence and management of dysthermia during the cooling. We turn-off the incubator and used the esophageal probe to monitor the temperature every 15 min; if the temperature dropped, the incubator was turned on with a rewarming speed of 0.5 °C/h. The participants' average weights and gestational ages were 1186 g and 32 weeks, respectively. There were no differences among hematological indices, serum parameters (sodium, potassium, creatinine, lactate, and bicarbonate), pH, pCO2, and pO2/FiO2 between the groups during treatment and after rewarming. We did not observe dysthermia, bradycardia, hemodynamic instability, apnea, seizure, bleeding, peri-intraventricular hemorrhage, or any alterations in ventilatory parameters due to the cooling technique in preterm babies. This simple technique was performed without intercurrences through a rigorous team evaluation, with a target cooling speed of 0.5 °C/h. The target temperature was successfully reached between the second and third hours of life with the incubator control in 21 children; ice bags were used in only three cases. The temperature was maintained at the expected level during the programmed cooling period. CONCLUSION Mild controlled hypothermia for preterm infants with NEC is safe. The cooling of preterm infants could be performed through passive methods, using the servo-control of the incubators for temperature management. WHAT IS KNOWN • Mild controlled hypothermia to NEC treatment is feasible and associated with a decrease in NEC surgery, short bowel, and death. • Mild controlled hypothermia to preterm is feasible and can be performed through low technology and passive cooling. WHAT IS NEW • Mild controlled hypothermia to preterm is safe and does not associate with safety adverse effects during and after the cooling. • Preterm infants can be cooled through passive methods by just using the servo control of the incubator, presenting acceptable temperature variance, without dysthermia, achieving and remaining at the target temperature with a proper cooling speed. Mild controlled temperature for preterm infants does not need an additional cooling device.
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Affiliation(s)
| | | | | | | | - Mariel Versiane Caixeta
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Fabio Carmona
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Cristina Calixto
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Davi Casale Aragon
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Gerson Crott
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Marisa M Mussi-Pinhata
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Anelise Roosch
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Lourenço Sbragia
- Surgery Department, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
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Blood pressure, organ dysfunction, and mortality in preterm neonates with late-onset sepsis. Pediatr Res 2022; 92:498-504. [PMID: 34671093 DOI: 10.1038/s41390-021-01768-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 08/18/2021] [Accepted: 09/20/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND The objective of this study was to investigate the association between systolic, diastolic, and mean blood pressures (SBP, DBP, and MBP) and adverse outcomes in preterm neonates with late-onset sepsis (LOS). METHODS This is a two-center retrospective study over 6 years. Neonates <35 weeks gestational age (GA) with blood ± cerebrospinal fluid culture positive for organisms other than coagulase-negative Staphylococcus at >72 h age were included. Outcome measures were organ dysfunction (ODF) using the predefined criteria and post-ODF mortality (≤7 days from LOS onset). The lowest noninvasive blood pressures (BPs) recorded at baseline (24-48 h pre-LOS) and 0-12, 13-24, 25-36, and 37-48 h post LOS were analyzed. RESULTS Of 147 neonates, ODF occurred in 70 (48%), of which 20 (29%) died. ODF was associated with a drop in all BP components, starting 0-12 h post-LOS onset (p < 0.01 for all); BPs remained unchanged in the non-ODF group. Mortality was associated with a greater reduction in SBP [-13 (-19, -8) vs. -4 (-8, 0); p < 0.01] and MBP [-9 (-13, -5) vs. +1 (-1, +4); p = 0.03] 0-12 h post-LOS onset. SBP had a higher area under the curve for mortality than MBP and DBP (0.83, 0.81, and 0.78, respectively). An inverse relation may exist between corrected GA and percentage reduction in SBP from baseline for equivalent risk of death. CONCLUSIONS Reduction in BPs early in illness may identify preterm neonates at the highest risk of ODF and mortality from LOS. IMPACT Drop in BPs from baseline starting in the immediate post-illness onset period may identify preterm neonates at the highest risk of developing ODF and mortality in LOS. Lowest systolic followed by mean BP measured during the first 12 h of illness provided the highest discriminating ability for LOS-related mortality. Absolute BPs recorded during the first 12 h of illness performed better than relative change from baseline for identifying neonates at risk of LOS-related mortality. The specific BP thresholds identified in this study may inform future therapeutic trials.
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Genetic Testing and Hospital Length of Stay in Neonates With Epilepsy. Pediatr Neurol 2022; 133:30-33. [PMID: 35751960 PMCID: PMC9484310 DOI: 10.1016/j.pediatrneurol.2022.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 05/25/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND We evaluated changes in genetic testing for neonatal-onset epilepsy and associated short-term outcomes over an 8-year period among a cohort of patients in the neonatal intensive care unit (NICU) at a single institution before and after the introduction of sponsored genetic epilepsy testing in January 2018. METHODS Our primary outcome was a change in length of stay (LOS) after 2018. We also ascertained severity of illness with the Neonatal Sequential Organ Failure Assessment (nSOFA), type and result of genetic testing, turnaround time to molecular diagnosis (TAT), LOS, antiseizure medications (ASMs), and use of technology at discharge. We compared outcomes using nonparametric tests and difference-in-difference analysis. RESULTS Fifty-three infants with genetic testing were included; 20 infants were tested after 2018. A total of 4160 infants in the NICU without genetic testing were used as reference. In the genetic testing group, LOS was 25 days (interquartile range [IQR] 5, 49) pre-2018 and 19 days (IQR 6, 19) post-2018 (P < 0.001 when compared with the reference population in the difference-in-difference analysis). TAT decreased from 51 days to 17 days after 2018 (P = 0.003). ASM number decreased from 4 (IQR 2, 5) to 2 post-2018 (IQR 1, 3) (P = 0.02). Over the same time periods there was no significant change in birth weight, maximum nSOFA score, or technology dependence. CONCLUSIONS In this cohort, changes in genetic testing for neonatal-onset epilepsy were associated with shorter LOS that was not explained by changes in severity of illness, birth weight, or the average LOS in the NICU over time. Validation of these results in a larger, multicenter sample size is warranted.
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C-Reactive Protein-to-Albumin Ratio as an Early Biomarker to Identify Sepsis in Neonates with Pneumonia. Mediators Inflamm 2022; 2022:4711018. [PMID: 35873709 PMCID: PMC9303482 DOI: 10.1155/2022/4711018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 06/08/2022] [Accepted: 06/21/2022] [Indexed: 01/08/2023] Open
Abstract
Objectives Neonates with pneumonia often also have sepsis, and the identifying sepsis from pneumonia may be a challenge for clinicians. However, there are no available data regarding the clinical value C-reactive protein-to-albumin ratio (CAR) in identifying sepsis in neonates with pneumonia. The aim of this study was to evaluate the clinical value of CAR in identifying sepsis in neonates with pneumonia. Methods 847 neonates with pneumonia were included in this study, of which 511 neonates were diagnosed with sepsis. Neonates were divided into the sepsis group and the nonsepsis group. All neonates underwent extensive and necessary clinical and laboratory tests. CAR was calculated as serum C-reactive protein (ng/ml)/albumin (mg/ml). All statistical analyses were performed using the statistical package SPSS 24.0, as appropriate. Results Compared with the nonsepsis group, neonates with sepsis have a higher CAR (P < 0.001). Further analysis showed that the prevalence of neonates with sepsis increased significantly from 41.0% in the low CAR group (CAR ≤ 0.024 × 10−3) to 80.0% in the high CAR group (CAR > 0.024 × 10−3) (P < 0.001). Correlation analysis showed that there was a strong positive correlation between CAR and PCT (r = 0.452, P < 0.001), nSOFA (r = 0.267, P < 0.001), and the prolonged length of hospital stay (r = 0.311, P < 0.001). Multiple logistic regression showed that CAR was an independent risk factor for the presence of sepsis in neonates with pneumonia. Receiver operating characteristic curve analysis revealed that CAR had adequate discriminatory power in predicting sepsis in neonates with pneumonia (area under curve (AUC) = 0.76, 95% CI 0.73-0.79, P < 0.001). Conclusions CAR can be used as a new marker to identify sepsis in neonates with pneumonia.
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Neonatal Sequential Organ Failure Assessment (nSOFA) Score within 72 Hours after Birth Reliably Predicts Mortality and Serious Morbidity in Very Preterm Infants. Diagnostics (Basel) 2022; 12:diagnostics12061342. [PMID: 35741152 PMCID: PMC9221565 DOI: 10.3390/diagnostics12061342] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 05/25/2022] [Accepted: 05/26/2022] [Indexed: 02/06/2023] Open
Abstract
The aim of this study was to assess the applicability of the neonatal sequential organ failure assessment score (nSOFA) within 72 h after delivery as a predictor for mortality and adverse outcome in very preterm neonates. Inborn neonates <32 weeks of gestation were evaluated. The nSOFA scores were calculated from medical records in the first 72 h after birth and the peak value was used for analysis. Death or composite morbidity at hospital discharge defined the adverse outcome. Composite morbidity consisted of chronic lung disease, intraventricular haemorrhage ≥grade III, periventricular leukomalacia and necrotizing enterocolitis. Among 423 enrolled infants (median birth weight 1070 g, median gestational age 29 weeks), 27 died and 91 developed composite morbidity. Death or composite morbidity was associated with organ dysfunction as assessed by nSOFA, systemic inflammatory response, and low birthweight. The score >2 was associated with OR 2.5 (CI 1.39−4.64, p = 0.002) for the adverse outcome. Area under the curve of ROC was 0.795 (95% CI = 0.763−0.827). The use of nSOFA seems to be reasonable for predicting mortality and morbidity in very preterm infants. It constitutes a suitable basis to measure the severity of organ dysfunction regardless of the cause.
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Ackermann K, Baker J, Festa M, McMullan B, Westbrook J, Li L. Computerized Clinical Decision Support Systems for the Early Detection of Sepsis Among Pediatric, Neonatal, and Maternal Inpatients: Scoping Review. JMIR Med Inform 2022; 10:e35061. [PMID: 35522467 PMCID: PMC9123549 DOI: 10.2196/35061] [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: 12/02/2021] [Revised: 02/27/2022] [Accepted: 03/19/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Sepsis is a severe condition associated with extensive morbidity and mortality worldwide. Pediatric, neonatal, and maternal patients represent a considerable proportion of the sepsis burden. Identifying sepsis cases as early as possible is a key pillar of sepsis management and has prompted the development of sepsis identification rules and algorithms that are embedded in computerized clinical decision support (CCDS) systems. OBJECTIVE This scoping review aimed to systematically describe studies reporting on the use and evaluation of CCDS systems for the early detection of pediatric, neonatal, and maternal inpatients at risk of sepsis. METHODS MEDLINE, Embase, CINAHL, Cochrane, Latin American and Caribbean Health Sciences Literature (LILACS), Scopus, Web of Science, OpenGrey, ClinicalTrials.gov, and ProQuest Dissertations and Theses Global (PQDT) were searched by using a search strategy that incorporated terms for sepsis, clinical decision support, and early detection. Title, abstract, and full-text screening was performed by 2 independent reviewers, who consulted a third reviewer as needed. One reviewer performed data charting with a sample of data. This was checked by a second reviewer and via discussions with the review team, as necessary. RESULTS A total of 33 studies were included in this review-13 (39%) pediatric studies, 18 (55%) neonatal studies, and 2 (6%) maternal studies. All studies were published after 2011, and 27 (82%) were published from 2017 onward. The most common outcome investigated in pediatric studies was the accuracy of sepsis identification (9/13, 69%). Pediatric CCDS systems used different combinations of 18 diverse clinical criteria to detect sepsis across the 13 identified studies. In neonatal studies, 78% (14/18) of the studies investigated the Kaiser Permanente early-onset sepsis risk calculator. All studies investigated sepsis treatment and management outcomes, with 83% (15/18) reporting on antibiotics-related outcomes. Usability and cost-related outcomes were each reported in only 2 (6%) of the 31 pediatric or neonatal studies. Both studies on maternal populations were short abstracts. CONCLUSIONS This review found limited research investigating CCDS systems to support the early detection of sepsis among pediatric, neonatal, and maternal patients, despite the high burden of sepsis in these vulnerable populations. We have highlighted the need for a consensus definition for pediatric and neonatal sepsis and the study of usability and cost-related outcomes as critical areas for future research. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/24899.
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Affiliation(s)
- Khalia Ackermann
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia
| | - Jannah Baker
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia
| | - Marino Festa
- Kids Critical Care Research, Department of Paediatric Intensive Care, Children's Hospital at Westmead, Sydney, Australia
| | - Brendan McMullan
- Department of Immunology and Infectious Diseases, Sydney Children's Hospital, Randwick, Sydney, Australia
- Faculty of Medicine & Health, University of New South Wales, Sydney, Australia
| | - Johanna Westbrook
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia
| | - Ling Li
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia
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Cantey JB, Prusakov P. A Proposed Framework for the Clinical Management of Neonatal "Culture-Negative" Sepsis. J Pediatr 2022; 244:203-211. [PMID: 35074307 DOI: 10.1016/j.jpeds.2022.01.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 12/17/2021] [Accepted: 06/12/2022] [Indexed: 01/08/2023]
Affiliation(s)
- Joseph B Cantey
- Divisions of Neonatology and Allergy, Immunology, and Infectious Diseases, Department of Pediatrics, University of Texas Health San Antonio, San Antonio, TX.
| | - Pavel Prusakov
- Department of Pharmacy, Nationwide Children's Hospital, Columbus, OH
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Mota RB, Soares P, Guimarães H. Assessment of a score's performance in predicting positive culture studies in preterm neonates with clinical suspicion of sepsis. JOURNAL OF MOTHER AND CHILD 2022; 25:119-122. [PMID: 34786899 PMCID: PMC8976589 DOI: 10.34763/jmotherandchild.20212502.d-21-00019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Accepted: 10/08/2021] [Indexed: 12/03/2022]
Abstract
The goal of this study is to assess the use of a score composed of markers of inflammation and organ failure to predict positive cultures for preterm newborns with clinical suspicion of late-onset sepsis. The score was calculated at the first suspicion and 24-48 hours later. We retrospectively compared score results between neonates with positive and negative cultures. Neonates with positive cultures had a significantly higher score at the second instance; the receiver operator characteristics curve presented an area under the curve of 0.798 (p=0.007). A score for early prediction of sepsis could be an important tool for prognostic improvement in the future.
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Affiliation(s)
- Ricardo Barreto Mota
- Neonatal Intensive Care Unit, Centro Hospitalar e Universitário São João, Porto, Portugal, E-mail:
| | - Paulo Soares
- Neonatal Intensive Care Unit, Centro Hospitalar e Universitário São João, Porto, Portugal
| | - Hercília Guimarães
- Neonatal Intensive Care Unit, Centro Hospitalar e Universitário São João, Porto, Portugal,Faculty of Medicine of University of Porto, PortoPortugal
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Li T, Li X, Liu X, Zhu Z, Zhang M, Xu Z, Wei Y, Feng Y, Qiao X, Yang J, Dong G. Association of Procalcitonin to Albumin Ratio with the Presence and Severity of Sepsis in Neonates. J Inflamm Res 2022; 15:2313-2321. [PMID: 35437348 PMCID: PMC9013250 DOI: 10.2147/jir.s358067] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 03/16/2022] [Indexed: 12/17/2022] Open
Abstract
Purpose Previous studies have demonstrated that procalcitonin and albumin have a close correlation with sepsis. However, the role of procalcitonin (PCT) to albumin (ALB) ratio (PAR) in sepsis was still unclear, especially in neonates. Thus, this study aimed to investigate the association between PAR and neonatal sepsis. Patients and Methods A total of 1,196 neonates with suspected sepsis were included in this study. Neonates were divided into control group and sepsis group, according to whether they were diagnosed with sepsis. Neonates with sepsis were further divided into mild sepsis and severe sepsis group according to the severity of sepsis. PAR was calculated as serum PCT (ng/mL)/ALB (mg/mL). All statistical analyses were performed using the statistical package SPSS 24.0, as appropriate. Results Compared with the control group, neonates with sepsis had a higher PAR. PAR also showed a significant gradual increase in the control, mild sepsis, and severe sepsis groups (P<0.001). Correlation analysis showed that there was a strong positive correlation between PAR and hsCRP, neonatal sequential organ failure assessment score (nSOFA), and prolonged length of hospital stay (P<0.001). On multiple logistic regression, higher PAR was independently associated with the presence and severity of neonatal sepsis. According to the receiver operating characteristic curve analysis, a PAR ≥0.065 had 64% sensitivity and 72% specificity in predicting the presence of neonatal sepsis (area under curve (AUC)=0.72, 95% CI=0.69–0.75, P<0.001) and a PAR≥0.070 had 69% sensitivity and 63% specificity in predicting the presence of severe sepsis (AUC=0.71, 95% CI=0.68–0.74, P<0.001). Conclusion PAR is significantly higher in neonates with sepsis and correlated with the severity of the disease. Increased PAR is an independent predictor useful for identifying the presence and severity of neonatal sepsis.
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Affiliation(s)
- Tiewei Li
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Xiaojuan Li
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Xinrui Liu
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Zhiwei Zhu
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Min Zhang
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Zhe Xu
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Yulei Wei
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Yichuang Feng
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Xiaoliang Qiao
- Center of Laboratory Medicine, Women & Infants Hospital of Zhengzhou, Zhengzhou, People’s Republic of China
| | - Junmei Yang
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
- Correspondence: Junmei Yang; Geng Dong, Email ;
| | - Geng Dong
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
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Randall Moorman J. The principles of whole-hospital predictive analytics monitoring for clinical medicine originated in the neonatal ICU. NPJ Digit Med 2022; 5:41. [PMID: 35361861 PMCID: PMC8971442 DOI: 10.1038/s41746-022-00584-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 02/23/2022] [Indexed: 11/17/2022] Open
Abstract
In 2011, a multicenter group spearheaded at the University of Virginia demonstrated reduced mortality from real-time continuous cardiorespiratory monitoring in the neonatal ICU using what we now call Artificial Intelligence, Big Data, and Machine Learning. The large, randomized heart rate characteristics trial made real, for the first time that we know of, the promise that early detection of illness would allow earlier and more effective intervention and improved patient outcomes. Currently, though, we hear as much of failures as we do of successes in the rapidly growing field of predictive analytics monitoring that has followed. This Perspective aims to describe the principles of how we developed heart rate characteristics monitoring for neonatal sepsis and then applied them throughout adult ICU and hospital medicine. It primarily reflects the work since the 1990s of the University of Virginia group: the theme is that sudden and catastrophic deteriorations can be preceded by subclinical but measurable physiological changes apparent in the continuous cardiorespiratory monitoring and electronic health record.
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Affiliation(s)
- J Randall Moorman
- Cardiovascular Division, Department of Internal Medicine, Center for Advanced Medical Analytics, University of Virginia, Charlottesville, VA, USA.
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Abstract
Sepsis is one of the leading causes of mortality and morbidity among neonates worldwide and especially affects the preterm neonates in resource-restricted settings. The infection may be acquired in utero, from the mother's genital tract or postnatally from the community or hospital environment and personnel. Factors including the time of exposure, size of the inoculum, immunity in the host, and virulence of the infectious agent affect the severity and course of illness. Culture-independent diagnostics, sepsis prediction scores, antibiotic stewardship, and preventive strategies including hand hygiene are ongoing efforts for reducing the neonatal sepsis burden.
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Affiliation(s)
- Adhisivam Bethou
- Department of Neonatology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Pondicherry, 605006, India.
| | - Ballambattu Vishnu Bhat
- Department of Pediatrics and Neonatology and Division of Research, Aarupadai Veedu Medical College & Hospital, Vinayaka Mission's Research Foundation, Pondicherry, India
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Goh GL, Lim CSE, Sultana R, De La Puerta R, Rajadurai VS, Yeo KT. Risk Factors for Mortality From Late-Onset Sepsis Among Preterm Very-Low-Birthweight Infants: A Single-Center Cohort Study From Singapore. Front Pediatr 2022; 9:801955. [PMID: 35174116 PMCID: PMC8841856 DOI: 10.3389/fped.2021.801955] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 12/22/2021] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To determine the risk factors for mortality associated with late onset sepsis (LOS) among preterm very-low-birthweight (VLBW) infants. STUDY DESIGN We performed a retrospective cohort study of infants born <32 weeks gestation and <1,500 gm admitted to a Singaporean tertiary-level neonatal intensive care unit. We determined the clinical, microbial, and laboratory risk factors associated with mortality due to culture-positive LOS in this cohort. RESULTS A total of 1,740 infants were admitted, of which 169 (9.7%) developed LOS and 27 (16%) died. Compared to survivors, those who died had lower birth gestational age (median 24 vs. 25 weeks, p = 0.02) and earlier LOS occurrence (median 10 vs. 17 days, p = 0.007). There was no difference in the incidence of meningitis (11.1 vs. 16.9%, p = 0.3), NEC (18.5 vs. 14.8%, p = 0.6), or intestinal surgery (18.5 vs. 23.3%, p = 0.6) among infants who died compared to survivors. Gram-negative bacteria accounted for 21/27 (77.8%) LOS-associated deaths and almost all (13/14, 93%) fulminant episodes. The presence of multiorgan failure, as evidenced by the need for mechanical ventilation (100 vs. 79.0%, p = 0.008), elevated lactate (12.4 vs. 2.1 mmol/L, p < 0.001), and inotropic support (92.6 vs. 37.5%, p < 0.001), was significantly associated with mortality. Infants who died had significantly lower white blood cell (WBC) counts (median 4.2 × 109/L vs. 9.9 × 109/L, p = 0.001), lower platelet count (median 40 × 109/L vs. 62 × 109/L, p = 0.01), and higher immature to total neutrophil (I: T) ratio (0.2 vs. 0.1, p = 0.002). Inotrope requirement [AOR 22.4 (95%CI 2.9, 103.7)], WBC <4 × 109/L [AOR 4.7 (1.7, 13.2)], and I: T ratio >0.3 [AOR 3.6 (1.3, 9.7)] were independently associated with LOS mortality. CONCLUSIONS In a setting with predominantly Gram-negative bacterial infections, the need for inotropic support, leukopenia, and elevated I: T ratio were significantly associated with LOS mortality among preterm VLBW infants.
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Affiliation(s)
- Guan Lin Goh
- Department of Neonatology, KK Women's and Children's Hospital, Singapore, Singapore
| | - Charis Shu En Lim
- KK Research Centre, KK Women's and Children's Hospital, Singapore, Singapore
| | - Rehena Sultana
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore
| | - Rowena De La Puerta
- Department of Neonatology, KK Women's and Children's Hospital, Singapore, Singapore
| | - Victor Samuel Rajadurai
- Department of Neonatology, KK Women's and Children's Hospital, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Lee Kong Chian School of Medicine, Singapore, Singapore
| | - Kee Thai Yeo
- Department of Neonatology, KK Women's and Children's Hospital, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
- Lee Kong Chian School of Medicine, Singapore, Singapore
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Li T, Qi M, Dong G, Li X, Xu Z, Wei Y, Feng Y, Ren C, Wang Y, Yang J. Clinical Value of Prognostic Nutritional Index in Prediction of the Presence and Severity of Neonatal Sepsis. J Inflamm Res 2022; 14:7181-7190. [PMID: 34992413 PMCID: PMC8710072 DOI: 10.2147/jir.s343992] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 12/08/2021] [Indexed: 12/20/2022] Open
Abstract
Purpose The prognostic nutritional index (PNI) is a common indicator of nutritional and inflammatory status and is associated with various diseases such as cancer, cardiovascular diseases and infectious diseases. However, to date, no study has concentrated on the role of PNI in assessing and predicting the presence and severity of neonatal sepsis. Therefore, the present study aimed to explore the association of the PNI with the presence and severity of neonatal sepsis. Materials and Methods A total of 1196 neonates with suspected sepsis were enrolled in this study and their complete clinical and laboratory data were collected. PNI was calculated as serum albumin (g/L) + 5 × total lymphocyte count (109/L). Multivariate logistic regression analysis was performed to identify the risk factors for the presence and severity of neonatal sepsis. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the predictive value of PNI. All statistical analyses were performed using the statistical package SPSS 24.0. Results PNI was lower in neonates with sepsis and decreased significantly with the severity of sepsis. The correlation analysis demonstrated that the PNI was negatively correlated with the levels of the inflammatory marker procalcitonin (PCT) and C-reactive protein (CRP), and the length of hospital stay. Multivariate logistic regression analysis revealed that the PNI was independently and inversely associated with the presence and severity of neonatal sepsis. The area under the ROC curve of the PNI was 0.64 (95% confidence interval (CI): 0.61–0.67, P < 0.001) for severe sepsis and 0.69 (95% CI: 0.60–0.78, P < 0.001) for septic shock. In addition, our data revealed that PNI was also independently correlated with the length of hospital stay. Conclusion PNI is an independent predictor for the presence and severity of neonatal sepsis.
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Affiliation(s)
- Tiewei Li
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Minglu Qi
- Department of Emergency Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Geng Dong
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Xiaojuan Li
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Zhe Xu
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Yulei Wei
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Yichuang Feng
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Chong Ren
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
| | - Yaguo Wang
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, People's Republic of China
| | - Junmei Yang
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, People's Republic of China
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50
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Sokou R, Ioakeimidis G, Piovani D, Parastatidou S, Konstantinidi A, Tsantes AG, Lampridou M, Houhoula D, Iacovidou N, Kokoris S, Vaiopoulos AG, Gialeraki A, Kopterides P, Bonovas S, Tsantes AE. Development and validation of a sepsis diagnostic scoring model for neonates with suspected sepsis. Front Pediatr 2022; 10:1004727. [PMID: 36275071 PMCID: PMC9582514 DOI: 10.3389/fped.2022.1004727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 09/20/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND We aimed to develop and validate a diagnostic model for sepsis among neonates evaluated for suspected sepsis, by incorporating thromboelastometry parameters, maternal/neonatal risk factors, clinical signs/symptoms and laboratory results. METHODS This retrospective cohort study included 291 neonates with presumed sepsis, hospitalized in a NICU, from 07/2014 to 07/2021. Laboratory tests were obtained on disease onset and prior to initiating antibiotic therapy. Τhromboelastometry extrinsically activated (EXTEM) assay was performed simultaneously and Tοllner and nSOFA scores were calculated. Sepsis diagnosis was the outcome variable. A 10-fold cross-validation least absolute shrinkage and selection operator logit regression procedure was applied to derive the final multivariable score. Clinical utility was evaluated by decision curve analysis. RESULTS Gestational age, CRP, considerable skin discoloration, liver enlargement, neutrophil left shift, and EXTEM A10, were identified as the strongest predictors and included in the Neonatal Sepsis Diagnostic (NeoSeD) model. NeoSeD score demonstrated excellent discrimination capacity for sepsis and septic shock with an AUC: 0.918 (95% CI, 0.884-0.952) and 0.974 (95% CI, 0.958-0.989) respectively, which was significantly higher compared to Töllner and nSOFA scores. CONCLUSIONS The NeoSeD score is simple, accurate, practical, and may contribute to a timely diagnosis of sepsis in neonates with suspected sepsis. External validation in multinational cohorts is necessary before clinical application.
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Affiliation(s)
- Rozeta Sokou
- Neonatal Intensive Care Unit, "Agios Panteleimon" General Hospital of Nikea, Piraeus, Greece
| | - Georgios Ioakeimidis
- Neonatal Intensive Care Unit, "Agios Panteleimon" General Hospital of Nikea, Piraeus, Greece
| | - Daniele Piovani
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,IRCCS Humanitas Research Hospital, Milan, Italy
| | - Stavroula Parastatidou
- Neonatal Intensive Care Unit, "Agios Panteleimon" General Hospital of Nikea, Piraeus, Greece
| | | | - Andreas G Tsantes
- Laboratory of Haematology and Blood Bank Unit, "Attiko" Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Lampridou
- Neonatal Intensive Care Unit, "Agios Panteleimon" General Hospital of Nikea, Piraeus, Greece
| | - Dimitra Houhoula
- Laboratory of Haematology and Blood Bank Unit, "Attiko" Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Nicoletta Iacovidou
- Neonatal Department, National and Kapodistrian University of Athens, Aretaieio Hospital, Athens, Greece
| | - Styliani Kokoris
- Laboratory of Haematology and Blood Bank Unit, "Attiko" Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Aristeidis G Vaiopoulos
- Laboratory of Haematology and Blood Bank Unit, "Attiko" Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Argyri Gialeraki
- Laboratory of Haematology and Blood Bank Unit, "Attiko" Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Petros Kopterides
- Intensive Care Unit, Excela Health Westmoreland Hospital, Greensburg, PA, United States
| | - Stefanos Bonovas
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,IRCCS Humanitas Research Hospital, Milan, Italy
| | - Argirios E Tsantes
- Laboratory of Haematology and Blood Bank Unit, "Attiko" Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
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