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Zhao W, Li X, Gao L, Ai Z, Lu Y, Li J, Wang D, Li X, Song N, Huang X, Tong ZH. Machine learning-based model for predicting all-cause mortality in severe pneumonia. BMJ Open Respir Res 2025; 12:e001983. [PMID: 40122535 PMCID: PMC11934410 DOI: 10.1136/bmjresp-2023-001983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/15/2024] [Indexed: 03/25/2025] Open
Abstract
BACKGROUND Severe pneumonia has a poor prognosis and high mortality. Current severity scores such as Acute Physiology and Chronic Health Evaluation (APACHE-II) and Sequential Organ Failure Assessment (SOFA), have limited ability to help clinicians in classification and management decisions. The goal of this study was to analyse the clinical characteristics of severe pneumonia and develop a machine learning-based mortality-prediction model for patients with severe pneumonia. METHODS Consecutive patients with severe pneumonia between 2013 and 2022 admitted to Beijing Chaoyang Hospital affiliated with Capital Medical University were included. In-hospital all-cause mortality was the outcome of this study. We performed a retrospective analysis of the cohort, stratifying patients into survival and non-survival groups, using mainstream machine learning algorithms (light gradient boosting machine, support vector classifier and random forest). We aimed to construct a mortality-prediction model for patients with severe pneumonia based on their accessible clinical and laboratory data. The discriminative ability was evaluated using the area under the receiver operating characteristic curve (AUC). The calibration curve was used to assess the fit goodness of the model, and decision curve analysis was performed to quantify clinical utility. By means of logistic regression, independent risk factors for death in severe pneumonia were figured out to provide an important basis for clinical decision-making. RESULTS A total of 875 patients were included in the development and validation cohorts, with the in-hospital mortality rate of 14.6%. The AUC of the model in the internal validation set was 0.8779 (95% CI, 0.738 to 0.974), showing a competitive discrimination ability that outperformed those of traditional clinical scoring systems, that is, APACHE-II, SOFA, CURB-65 (confusion, urea, respiratory rate, blood pressure, age ≥65 years), Pneumonia Severity Index. The calibration curve showed that the in-hospital mortality in severe pneumonia predicted by the model fit reasonably with the actual hospital mortality. In addition, the decision curve showed that the net clinical benefit was positive in both training and validation sets of hospitalised patients with severe pneumonia. Based on ensemble machine learning algorithms and logistic regression technique, the level of ferritin, lactic acid, blood urea nitrogen, creatine kinase, eosinophil and the requirement of vasopressors were identified as top independent predictors of in-hospital mortality with severe pneumonia. CONCLUSION A robust clinical model for predicting the risk of in-hospital mortality after severe pneumonia was successfully developed using machine learning techniques. The performance of this model demonstrates the effectiveness of these techniques in creating accurate predictive models, and the use of this model has the potential to greatly assist patients and clinical doctors in making well-informed decisions regarding patient care.
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Affiliation(s)
- Weichao Zhao
- Department of Respiratory and Critical Care Medicine, Capital Medical University, Beijing, China
- Department of Respiratory Medicine, the Ninth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Xuyan Li
- Department of Respiratory and Critical Care Medicine, Capital Medical University, Beijing, China
| | - Lianjun Gao
- Beijing Boai hospital, Department of Respiratory and Critical Care Medicine, Beijing, China
| | - Zhuang Ai
- Sinopharm Genomics Technology Co Ltd, Changzhou, Jiangsu, China
| | - Yaping Lu
- Sinopharm Genomics Technology Co Ltd, Changzhou, Jiangsu, China
| | - Jiachen Li
- Department of Clinical Epidemiology, Capital Medical University, Beijing, China
| | - Dong Wang
- Department of Respiratory and Critical Care Medicine, Capital Medical University, Beijing, China
| | - Xinlou Li
- Department of Medical Research, the Ninth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Nan Song
- Capital Medical University, Beijing, Beijing, China
| | - Xuan Huang
- Capital Medical University, Beijing, Beijing, China
| | - Zhao-Hui Tong
- Department of Respiratory and Critical Care Medicine, Capital Medical University, Beijing, China
- Capital Medical University, Beijing, Beijing, China
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Yang DC, Zheng BJ, Li J, Yu Y. Iron and ferritin effects on intensive care unit mortality: A meta-analysis. World J Clin Cases 2024; 12:2803-2812. [PMID: 38899309 PMCID: PMC11185325 DOI: 10.12998/wjcc.v12.i16.2803] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 03/07/2024] [Accepted: 04/11/2024] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND The effect of serum iron or ferritin parameters on mortality among critically ill patients is not well characterized. AIM To determine the association between serum iron or ferritin parameters and mortality among critically ill patients. METHODS Web of Science, Embase, PubMed, and Cochrane Library databases were searched for studies on serum iron or ferritin parameters and mortality among critically ill patients. Two reviewers independently assessed, selected, and abstracted data from studies reporting on serum iron or ferritin parameters and mortality among critically ill patients. Data on serum iron or ferritin levels, mortality, and demographics were extracted. RESULTS Nineteen studies comprising 125490 patients were eligible for inclusion. We observed a slight negative effect of serum ferritin on mortality in the United States population [relative risk (RR) 1.002; 95%CI: 1.002-1.004). In patients with sepsis, serum iron had a significant negative effect on mortality (RR = 1.567; 95%CI: 1.208-1.925). CONCLUSION This systematic review presents evidence of a negative correlation between serum iron levels and mortality among patients with sepsis. Furthermore, it reveals a minor yet adverse impact of serum ferritin on mortality among the United States population.
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Affiliation(s)
- Deng-Can Yang
- Department of Anesthesiology, The Central Hospital of Shaoyang, Shaoyang 422000, Hunan Province, China
| | - Bo-Jun Zheng
- Department of Critical Care Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510006, Guangdong Province, China
| | - Jian Li
- Department of Critical Care Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510006, Guangdong Province, China
| | - Yi Yu
- Department of Critical Care Medicine, Guangdong Provincial Hospital of Traditional Chinese Medicine, Guangzhou 510006, Guangdong Province, China
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Tawari N, Sharma S, Castellino N, Kabra N. Serum Ferritin Level, a Prognostic Marker of Morbidity and Mortality in Pediatric Intensive Care Unit in Correlation with PRISM III Score. Indian J Pediatr 2023; 90:1158. [PMID: 37505411 DOI: 10.1007/s12098-023-04790-8] [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: 03/07/2023] [Accepted: 07/14/2023] [Indexed: 07/29/2023]
Affiliation(s)
- Nishant Tawari
- Department of Pediatrics, Surya Children's Medicare Pvt. Ltd, Mumbai, India.
- Flat 401, Keshav Kala Apartment, Diksha Bhoomi Road, Rahate Colony, Nagpur, Maharashtra, 440020, India.
| | - Shobha Sharma
- Department of Pediatrics, Surya Children's Medicare Pvt. Ltd, Mumbai, India
| | - Neil Castellino
- Department of Pediatrics, Surya Children's Medicare Pvt. Ltd, Mumbai, India
| | - Nandkishore Kabra
- Department of Pediatrics- Neonatology, Surya Children's Medicare Pvt. Ltd, Mumbai, India
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Fan Z, Kernan KF, Qin Y, Canna S, Berg RA, Wessel D, Pollack MM, Meert K, Hall M, Newth C, Lin JC, Doctor A, Shanley T, Cornell T, Harrison RE, Zuppa AF, Sward K, Dean JM, Park HJ, Carcillo JA. Hyperferritinemic sepsis, macrophage activation syndrome, and mortality in a pediatric research network: a causal inference analysis. Crit Care 2023; 27:347. [PMID: 37674218 PMCID: PMC10481565 DOI: 10.1186/s13054-023-04628-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 08/27/2023] [Indexed: 09/08/2023] Open
Abstract
BACKGROUND One of five global deaths are attributable to sepsis. Hyperferritinemic sepsis (> 500 ng/mL) is associated with increased mortality in single-center studies. Our pediatric research network's objective was to obtain rationale for designing anti-inflammatory clinical trials targeting hyperferritinemic sepsis. METHODS We assessed differences in 32 cytokines, immune depression (low whole blood ex vivo TNF response to endotoxin) and thrombotic microangiopathy (low ADAMTS13 activity) biomarkers, seven viral DNAemias, and macrophage activation syndrome (MAS) defined by combined hepatobiliary dysfunction and disseminated intravascular coagulation, and mortality in 117 children with hyperferritinemic sepsis (ferritin level > 500 ng/mL) compared to 280 children with sepsis without hyperferritinemia. Causal inference analysis of these 41 variables, MAS, and mortality was performed. RESULTS Mortality was increased in children with hyperferritinemic sepsis (27/117, 23% vs 16/280, 5.7%; Odds Ratio = 4.85, 95% CI [2.55-9.60]; z = 4.728; P-value < 0.0001). Hyperferritinemic sepsis had higher C-reactive protein, sCD163, IL-22, IL-18, IL-18 binding protein, MIG/CXCL9, IL-1β, IL-6, IL-8, IL-10, IL-17a, IFN-γ, IP10/CXCL10, MCP-1/CCL2, MIP-1α, MIP-1β, TNF, MCP-3, IL-2RA (sCD25), IL-16, M-CSF, and SCF levels; lower ADAMTS13 activity, sFasL, whole blood ex vivo TNF response to endotoxin, and TRAIL levels; more Adenovirus, BK virus, and multiple virus DNAemias; and more MAS (P-value < 0.05). Among these variables, only MCP-1/CCL2 (the monocyte chemoattractant protein), MAS, and ferritin levels were directly causally associated with mortality. MCP-1/CCL2 and hyperferritinemia showed direct causal association with depressed ex vivo whole blood TNF response to endotoxin. MCP-1/CCL2 was a mediator of MAS. MCP-1/CCL2 and MAS were mediators of hyperferritinemia. CONCLUSIONS These findings establish hyperferritinemic sepsis as a high-risk condition characterized by increased cytokinemia, viral DNAemia, thrombotic microangiopathy, immune depression, macrophage activation syndrome, and death. The causal analysis provides rationale for designing anti-inflammatory trials that reduce macrophage activation to improve survival and enhance infection clearance in pediatric hyperferritinemic sepsis.
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Affiliation(s)
- Zhenziang Fan
- Department of Computer Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kate F Kernan
- Division of Pediatric Critical Care Medicine, Department of Critical Care Medicine, Faculty Pavilion, Children's Hospital of Pittsburgh, Center for Critical Care Nephrology and Clinical Research Investigation and Systems Modeling of Acute Illness Center, University of Pittsburgh, Suite 2000, 4400 Penn Avenue, Pittsburgh, PA, 15421, USA
| | - Yidi Qin
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Scott Canna
- Department of Pediatrics, Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
| | - Robert A Berg
- Department of Anesthesiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - David Wessel
- Division of Critical Care Medicine, Department of Pediatrics, Children's National Hospital, Washington, DC, USA
| | - Murray M Pollack
- Division of Critical Care Medicine, Department of Pediatrics, Children's National Hospital, Washington, DC, USA
| | - Kathleen Meert
- Division of Critical Care Medicine, Department of Pediatrics, Children's Hospital of Michigan, Detroit, MI, USA
- Central Michigan University, Mt Pleasant, MI, USA
| | - Mark Hall
- Division of Critical Care Medicine, Department of Pediatrics, The Research Institute at Nationwide Children's Hospital Immune Surveillance Laboratory, and Nationwide Children's Hospital, Columbus, OH, USA
| | - Christopher Newth
- Division of Pediatric Critical Care Medicine, Department of Anesthesiology and Pediatrics, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - John C Lin
- Division of Critical Care Medicine, Department of Pediatrics, St. Louis Children's Hospital, St. Louis, MO, USA
| | - Allan Doctor
- Division of Critical Care Medicine, Department of Pediatrics, St. Louis Children's Hospital, St. Louis, MO, USA
| | - Tom Shanley
- Division of Critical Care Medicine, Department of Pediatrics, C. S. Mott Children's Hospital, Ann Arbor, MI, USA
| | - Tim Cornell
- Division of Critical Care Medicine, Department of Pediatrics, C. S. Mott Children's Hospital, Ann Arbor, MI, USA
| | - Rick E Harrison
- Division of Critical Care Medicine, Department of Pediatrics, Mattel Children's Hospital at University of California Los Angeles, Los Angeles, CA, USA
| | - Athena F Zuppa
- Department of Anesthesiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Katherine Sward
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - H J Park
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Joseph A Carcillo
- Division of Pediatric Critical Care Medicine, Department of Critical Care Medicine, Faculty Pavilion, Children's Hospital of Pittsburgh, Center for Critical Care Nephrology and Clinical Research Investigation and Systems Modeling of Acute Illness Center, University of Pittsburgh, Suite 2000, 4400 Penn Avenue, Pittsburgh, PA, 15421, USA.
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Khan AA, Gupta PK, Baranwal AK, Jayashree M, Sahoo T. Comparison of Blood Pressure Measurements by Currently Available Multiparameter Monitors and Mercury Column Sphygmomanometer in Patients Admitted in Pediatric Intensive Care Unit. Indian J Crit Care Med 2023; 27:212-221. [PMID: 36960118 PMCID: PMC10028710 DOI: 10.5005/jp-journals-10071-24424] [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: 02/13/2023] [Accepted: 02/14/2023] [Indexed: 03/06/2023] Open
Abstract
Background The multiparameter monitor (MPM) is replacing mercury column sphygmomanometers (MCS) in acute care settings. However, data on the former's accuracy in critically ill children are scarce and mostly extrapolated from adults. We compared non-invasive blood pressure (NIBP) measurements by MPMs with MCS in pediatric intensive care unit (PICU). Patients Adequately sedated and hemodynamically stabilized children (age, 1-144 months) were prospectively enrolled. Materials and methods Three NIBP measurements were obtained from MCS (Diamond®, India) and MPM (Intellivue MX800® or Ultraview SL®) in rapid succession in the upper limb resting in supine position. Respective three measurements were averaged to obtain a paired set of NIBP readings, one each from MCS and MPM. Such readings were obtained thrice a day. NIBP readings were then compared, and agreement was assessed. Results From 39 children [median age (IQR), 30 (10-72) months], 1,690 sets of NIBP readings were obtained. A-third of readings were from infants and children >96 months, while 383 (22.6%) readings were from patients on inotropes. Multiparameter monitors gave significantly higher NIBP readings compared to MCS [median systolic blood pressure (SBP), 6.5 (6.4-6.7 mm Hg); diastolic blood pressure (DBP), 4.5 (4.3-4.6 mm Hg); mean arterial pressure (MAP), 5.3 (5.1-5.4 mm Hg); p < 0.05]. It was consistent across age, gender, and critical care characteristics. Multiparameter monitors overestimated SBP in 80% of readings beyond the maximal clinically acceptable difference (MCAD). Conclusions Non-invasive blood pressure readings from MCS and MPMs are not interchangeable; SBP was 6-7 mm Hg higher with the latter. Overestimation beyond MCAD was overwhelming. Caution is required while classifying systolic hypotension with MPMs. Confirmation with auscultatory methods is advisable. More studies are required to evaluate currently available MPMs in different pediatric age groups. How to cite this article Khan AA, Gupta PK, Baranwal AK, Jayashree M, Sahoo T. Comparison of Blood Pressure Measurements by Currently Available Multiparameter Monitors and Mercury Column Sphygmomanometer in Patients Admitted in Pediatric Intensive Care Unit. Indian J Crit Care Med 2023;27(3):212-221.
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Affiliation(s)
- Adil Ahmed Khan
- Department of Neonatology, All India Institute of Medical Sciences Jodhpur, Jodhpur, Rajasthan, India
| | - Pramod Kumar Gupta
- Department of Biostatistics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arun Kumar Baranwal
- Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Muralidharan Jayashree
- Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Tanushree Sahoo
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
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Serum Ferritin for Predicting Outcome in Children With Severe Sepsis in the Pediatric Intensive Care Unit. Indian Pediatr 2022. [PMID: 36511209 PMCID: PMC9798957 DOI: 10.1007/s13312-022-2668-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVES To evaluate the prognostic ability of serum ferritin when estimated within 5 days of onset of illness in children with severe sepsis admitted to a pediatric intensive care unit. METHODS This observational study enrolled children aged 1 month to 12 years with severe sepsis. Hemoglobin, serum ferritin and C-reactive protein levels were measured within five days of illness. Final outcomes were recorded in all enrolled children. RESULTS 70 children with median (IQR) age of 27 (8,108) months were enrolled during the study period (July, 2019 to August, 2021). 28 (40%) of these had poor outcome (non-survival). The median (IQR) level of serum ferritin was 1369 (558-5607) ng/mL in non-survivors and 282 (129-680) ng/mL in survivors (P<0.05). A significant correlation was seen between serum ferritin and Pediatric Risk of Mortality III (PRISM III) score (r=0.364 P=0.002) and pediatric Sequential Organ Failure Assessment (pSOFA) score (r=0.246 P=0.04) at 48 hours of admission. 54 (77.1%) children were anemic. Serum ferritin levels in children with anemia also had a good predictive ability for poor outcome [AUC: 0.764, 95% CI: 0.634, 0.894]. CONCLUSIONS Serum ferritin levels, within five days of onset of illness, predicted poor outcome in critically ill children with severe sepsis and in children with microcytic anemia.
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Takia L, Baranwal AK, Gupta PK, Angurana SK, Jayashree M. Acute Diarrhea and Severe Dehydration in Children: Does Non-anion-gap Component of Severe Metabolic Acidemia Need More Attention? Indian J Crit Care Med 2022; 26:1300-1307. [PMID: 36755633 PMCID: PMC9886013 DOI: 10.5005/jp-journals-10071-24367] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 12/02/2022] Open
Abstract
Background Despite significant loss of bicarbonate during acute diarrhea, pediatric data are scarce with acute diarrhea/severe dehydration (ADSD) and severe non-anion-gap metabolic acidemia (sNAGMA). We planned to study their clinical profile, critical care needs, and outcome. Patients Children (1 month-12 years) with ADSD and sNAGMA (pH <7.2 and/or bicarbonate <15 mEq/L, and normal/mixed anion gap) admitted in Pediatric Emergency Department from January 2016 to December 2018 were enrolled. Children with pure high-anion-gap metabolic acidemia were excluded. Methods Medical records were reviewed retrospectively. The primary outcome was time taken to resolve acidemia. Secondary outcomes were acute care area free days in 5 days (ACAFD5), and adverse outcome as composite of Pediatric Intensive Care Unit (PICU) admission and/or death. Results Out of 929 diarrhea patients admitted for intravenous therapy, 121 (13%; median age, 4 months) had ADSD and sNAGMA. Median (IQR) pH was 7.11 (7.01-7.22); 21% patients had pH <7.00. Hyperchloremia (96%) and hypernatremia (45%) were common. About 12% patients each required inotropes and ventilation, while 58% had acute kidney injury (AKI). Median (IQR) time for resolution of acidemia among survivors was 24 (12, 24) hours. Thirty-two patients had adverse outcome. Higher grades of sNAGMA were associated with shock, AKI, coma, hypernatremia, hyperkalemia, adverse outcome, and lesser ACAFD5. Shock, ventilation, renal replacement therapy (RRT), and higher grades of sNAGMA were predictors of adverse outcome, with former two being independent predictors. Conclusion Severe non-anion-gap metabolic acidemia in children with ADSD is associated with organ dysfunctions, dyselectrolytemias, and lesser ACAFD5. Resolution of acidemia took unacceptably longer time. Higher grades of sNAGMA were a predictor of adverse outcomes. Trials are suggested to assess the role of additional bicarbonate therapy. How to cite this article Takia L, Baranwal AK, Gupta PK, Angurana SK, Jayashree M. Acute Diarrhea and Severe Dehydration in Children: Does Non-anion-gap Component of Severe Metabolic Acidemia Need More Attention? Indian J Crit Care Med 2022;26(12):1300-1307.
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Affiliation(s)
- Lalit Takia
- Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arun Kumar Baranwal
- Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India,Arun Kumar Baranwal, Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India, Phone: +91 7766908325, e-mail:
| | - Pramod Kumar Gupta
- Department of Biostatistics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Suresh Kumar Angurana
- Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Muralidharan Jayashree
- Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Zhang C, Fang Z, Wang K, Wang J, Wan X. Role of iron in the treatment of sepsis. Biointerphases 2022; 19:060801. [PMID: 39540794 DOI: 10.1116/6.0003879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024] Open
Abstract
Iron is an important microelement in human and microbial life activities. During the pathophysiological process of sepsis, iron metabolism changes and the body undergoes a series of changes to fight microbial infection. Meanwhile, alterations in iron metabolism during sepsis lead to the development of some diseases, such as transfusion-induced siderosis and anemia. In recent years, several studies have demonstrated the use of iron-chelating agents to fight microbial infections, and new antimicrobial agents have been developed using "Trojan horse" and siderophores immunity. In addition, the use of iron-based nanomaterials as drug delivery systems for gene delivery may be applied to the treatment of sepsis in the future. In this review, we describe the pathophysiological changes in the development and course of sepsis, focusing on the potential of iron in the treatment of sepsis.
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Affiliation(s)
- Chenyang Zhang
- Department of Critical Care Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian 116021, China
| | - Zhiyao Fang
- Department of Critical Care Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian 116021, China
| | - Kaixuan Wang
- Department of Critical Care Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian 116021, China
| | - Jia Wang
- Department of Critical Care Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian 116021, China
| | - Xianyao Wan
- Department of Critical Care Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian 116021, China
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Shaikh GN, Ramamoorthy JG, Parameswaran N, Senthilkumar GP. Serum Ferritin for Predicting Outcome in Children With Severe Sepsis in the Pediatric Intensive Care Unit. Indian Pediatr 2022; 59:939-942. [PMID: 36511209 PMCID: PMC9798957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVES To evaluate the prognostic ability of serum ferritin when estimated within 5 days of onset of illness in children with severe sepsis admitted to a pediatric intensive care unit. METHODS This observational study enrolled children aged 1 month to 12 years with severe sepsis. Hemoglobin, serum ferritin and C-reactive protein levels were measured within five days of illness. Final outcomes were recorded in all enrolled children. RESULTS 70 children with median (IQR) age of 27 (8,108) months were enrolled during the study period (July, 2019 to August, 2021). 28 (40%) of these had poor outcome (non-survival). The median (IQR) level of serum ferritin was 1369 (558-5607) ng/mL in non-survivors and 282 (129-680) ng/mL in survivors (P<0.05). A significant correlation was seen between serum ferritin and Pediatric Risk of Mortality III (PRISM III) score (r=0.364 P=0.002) and pediatric Sequential Organ Failure Assessment (pSOFA) score (r=0.246 P=0.04) at 48 hours of admission. 54 (77.1%) children were anemic. Serum ferritin levels in children with anemia also had a good predictive ability for poor outcome [AUC: 0.764, 95% CI: 0.634, 0.894]. CONCLUSIONS Serum ferritin levels, within five days of onset of illness, predicted poor outcome in critically ill children with severe sepsis and in children with microcytic anemia.
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Affiliation(s)
- Gulrej Nisar Shaikh
- grid.414953.e0000000417678301Department of Pediatrics, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India 605 006
| | - Jaikumar Govindaswamy Ramamoorthy
- Department of Pediatrics, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry. Correspondence to: Dr GR Jaikumar, Assistant Professor, Department of Pediatrics, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry 605 006.
| | - Narayanan Parameswaran
- grid.414953.e0000000417678301Department of Pediatrics, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India 605 006
| | - Gandhipuram Periyasamy Senthilkumar
- grid.414953.e0000000417678301Department of Biochemistry, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
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Baranwal AK, Das R, Rameshkumar R, Kumar-M P, Bhatia P, Nair A. Effect of Sepsis on Iron Parameters in a Population with High Prevalence of Malnutrition and Iron Deficiency: A Cross-Sectional Case-Control Pilot Study. Indian J Hematol Blood Transfus 2021; 37:609-615. [PMID: 34744344 DOI: 10.1007/s12288-020-01393-7] [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: 08/11/2020] [Accepted: 12/05/2020] [Indexed: 11/29/2022] Open
Abstract
There is lack of data on iron metabolism in critically ill sepsis children from population with high prevalence of iron deficiency (ID). The study was designed to study impact of sepsis on iron parameters in children with ID. Sepsis patients (age 6-59 months) and their apparently healthy sibling/cousin as controls were enrolled in this case-control pilot study. Serum iron, TIBC, transferrin saturation, ferritin and sTfR were measured in the two groups. sTfR-Ferritin index was calculated. Patients (n = 134) were significantly underweight compared to controls (n = 54) (WAZ score < - 2; 58% vs. 28%; p < 0.001). Serum iron and sTfR (mg/L) were lower [71.5 (51.0, 115.0) vs. 87.0 (64.5, 130.5), p = 0.068; 3.1 (2.1, 4.5) vs. 3.5 (2.8, 4.8), p = 0.026 respectively] while serum ferritin was higher [229 (94, 484.5) vs. 22 (9.2, 51); p < 0.001] in patients compared to controls. sTfR-Ferritin index was lower in patients [1.3 (0.8, 2.3) vs. 2.5 (1.8, 4.5); p < 0.001]. ROC AUC (patients vs. controls) were 0.89 (95% CI 0.83-0.95) and 0.76 (95% CI 0.68-0.85) for ferritin and sTfR-ferritin index respectively. Survivors and non-survivors were similar in terms of iron parameters. Sepsis-induced alterations in iron parameters among ID children are complex. Qualitatively it is similar (with quantitative differences) to non-ID adult population. Lack of correlation of iron parameters with mortality may be due to ID-associated immune dysfunction.
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Affiliation(s)
- Arun K Baranwal
- Division of Pediatric Critical Care, Advanced Pediatrics Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Reena Das
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ramachandran Rameshkumar
- Division of Pediatric Critical Care, Department of Pediatrics, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, 605006 India
| | - Praveen Kumar-M
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Prateek Bhatia
- Advanced Pediatrics Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ashwini Nair
- Advanced Pediatrics Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Tonial CT, Costa CAD, Andrades GRH, Crestani F, Bruno F, Piva JP, Garcia PCR. Performance of prognostic markers in pediatric sepsis. J Pediatr (Rio J) 2021; 97:287-294. [PMID: 32991837 PMCID: PMC9432292 DOI: 10.1016/j.jped.2020.07.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 07/14/2020] [Accepted: 07/14/2020] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE To evaluate the prognostic performance of the Pediatric Index of Mortality 2 (PIM2), ferritin, lactate, C-reactive protein (CRP), and leukocytes, alone and in combination, in pediatric patients with sepsis admitted to the pediatric intensive care unit (PICU). METHODS A retrospective study was conducted in a PICU in Brazil. All patients aged 6 months to 18 years admitted with a diagnosis of sepsis were eligible for inclusion. Those with ferritin and C-reactive protein measured within 48h and lactate and leukocytes within 24h of admission were included in the prognostic performance analysis. RESULTS Of 350 eligible patients with sepsis, 294 had undergone all measurements required for analysis and were included in the study. PIM2, ferritin, lactate, and CRP had good discriminatory power for mortality, with PIM2 and ferritin being superior to CRP. The cutoff values for PIM2 (> 14%), ferritin (> 135ng/mL), lactate (> 1.7mmol/L), and CRP (> 6.7mg/mL) were associated with mortality. The combination of ferritin, lactate, and CRP had a positive predictive value of 43% for mortality, similar to that of PIM2 alone (38.6%). The combined use of the three biomarkers plus PIM2 increased the positive predictive value to 76% and accuracy to 0.945. CONCLUSIONS PIM2, ferritin, lactate, and CRP alone showed good prognostic performance for mortality in pediatric patients older than 6 months with sepsis. When combined, they were able to predict death in three-fourths of the patients with sepsis. Total leukocyte count was not useful as a prognostic marker.
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Affiliation(s)
- Cristian Tedesco Tonial
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Medicina Intensiva Pediátrica, Departamento de Pediatria, Porto Alegre, RS, Brazil.
| | - Caroline Abud Drumond Costa
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Medicina Intensiva Pediátrica, Programa de Pós-Graduação em Pediatria e Saúde Infantil, Porto Alegre, RS, Brazil
| | - Gabriela Rupp Hanzen Andrades
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Medicina Intensiva Pediátrica, Programa de Pós-Graduação em Pediatria e Saúde Infantil, Porto Alegre, RS, Brazil
| | - Francielly Crestani
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Medicina Intensiva Pediátrica, Programa de Pós-Graduação em Pediatria e Saúde Infantil, Porto Alegre, RS, Brazil
| | - Francisco Bruno
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Medicina Intensiva Pediátrica, Departamento de Pediatria, Porto Alegre, RS, Brazil
| | - Jefferson Pedro Piva
- Universidade Federal do Rio Grande do Sul (UFRGS), Faculdade de Medicina, Programa de Pós-Graduação em Pediatria e Saúde Infantil, Porto Alegre, RS, Brazil
| | - Pedro Celiny Ramos Garcia
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Medicina Intensiva Pediátrica, Departamento de Pediatria, Porto Alegre, RS, Brazil
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Raj KM, Baranwal AK, Attri SV, Jayashree M, Kumar-M P, Patial A, Saini AG. Thiamine Status in Children with Septic Shock from a Developing Country: A Prospective Case-Control Study. J Trop Pediatr 2021; 67:6056050. [PMID: 33381852 DOI: 10.1093/tropej/fmaa107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Mitochondrial dysfunction is central to sepsis-induced multi-organ dysfunction. Thiamine deficiency may contribute to mitochondrial dysfunction and thus high mortality. Study was planned to assess thiamine status in children with septic shock in comparison to healthy controls from a developing country and to study the effect of thiamine levels on its outcome. METHODS A prospective case-control study (April 2017 to May 2018) enrolling consecutive children with septic shock as 'cases' (n = 76), their healthy siblings (n = 51) and apparently healthy children from immunization clinic (n = 35) as 'controls'. Whole blood total thiamine (WBTT) level was measured on days 1, 10 and 1-month post-discharge. Outcome parameters were acute care area free days on days 14 and 28, and mortality. RESULTS WBTT [nMol/l; median (interquartile range, IQR)] was significantly lower on day 1 in cases compared with sibling controls [23.1 (21.8-26.3) vs. 36.9 (33.6-40.5); p < 0.001]. It fell further on day 10 [20.8 (18.1-21.1); p < 0.02]. Levels rose significantly 1-month post-discharge [35.5 (31.2-36.6)] and became comparable to sibling controls (p = 0.4). Immunization clinic controls also had lower WBTT [42.3 (40.1-45.9)], but was significantly higher than sibling controls and cases at 1-month post-discharge (p < 0.001). Survivors and non-survivors of septic shock were similar. WBTT levels did not correlate with any of the severity indicators of septic shock or its outcomes. CONCLUSIONS WBTT was significantly low in all children, and fell further during septic shock. Observed severe deficiency might have precluded any further association of thiamine levels with severity of septic shock and its outcome. Data obtained may inform trials on metabolic resuscitation in paediatric septic shock in developing countries. Lay summaryThiamine deficiency may contribute to high mortality in paediatric septic shock as thiamine is an essential factor for functioning of mitochondria, the powerhouse of the cells. This prospective case-control study was conducted to assess thiamine status in children with septic shock in comparison with healthy controls in a developing country. Consecutive children with fluid-refractory septic shock were enrolled as 'cases'. Their apparently healthy siblings, and apparently healthy children from immunization clinic, were enrolled as 'controls'. The whole blood total thiamine (WBTT) level was measured on days 1, 10 and 1 month after hospital discharge. Seventy-six children were enrolled as cases, 51 children as sibling controls and 35 children as immunization clinic controls. WBTT was significantly lower on day 1 in cases as compared with their sibling controls. It fell further on day 10. The level rose significantly after a month of discharge and became comparable to sibling controls. Immunization clinic controls also had lower WBTT but was significantly higher compared with sibling controls and cases at 1-month post-discharge. Survivors and non-survivors of septic shock had similar WBTT levels. Observed severe deficiency might have precluded any further association of thiamine levels with septic shock outcome.
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Affiliation(s)
- Kumar Manish Raj
- Division of Pediatric Critical Care, Advanced Pediatric Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arun K Baranwal
- Division of Pediatric Critical Care, Advanced Pediatric Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Savita Verma Attri
- Pediatric Biochemistry Unit, Advanced Pediatric Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Muralidharan Jayashree
- Division of Pediatric Critical Care, Advanced Pediatric Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Praveen Kumar-M
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Patial
- Pediatric Biochemistry Unit, Advanced Pediatric Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arushi Gahlot Saini
- Division of Pediatric Neurology, Advanced Pediatric Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Kyriazopoulou E, Giamarellos-Bourboulis EJ. Monitoring immunomodulation in patients with sepsis. Expert Rev Mol Diagn 2020; 21:17-29. [PMID: 33183116 DOI: 10.1080/14737159.2020.1851199] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Introduction: This review aims to summarize current progress of the last ten years in the development of biomarkers used for classifying the immune response of the septic host and for monitoring the efficacy of the applied adjunctive immunotherapy.Areas covered: An extensive search of the literature was performed. In this review the authors discuss available biomarkers of host immune response in sepsis toward two directions; immunosuppression and hyperinflammation. Ferritin, sCD163, sIL-2 ra, and IL-18 may help in the diagnosis of macrophage activation syndrome (MAS) complicating sepsis whereas lymphopenia, decreased HLA-DR expression on monocytes, overexpression of Programmed cell death protein-1 (PD-1)/Programmed death-ligand 1 (PD-L1) and IL-10 are indicators of sepsis-induced immunosuppression. Novel approaches in the classification of immune state in sepsis include Myeloid-Derived Suppressor Cells (MDSC) and specific endotypes, defined by gene expression and molecular techniques.Expert opinion: HLA-DR and ferritin are the most commonly used biomarkers to monitor immunomodulation in clinical practice whereas developing specific sepsis endotypes is the future target. New immunotherapy trials in sepsis need to incorporate biomarkers for a personalized treatment.
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Affiliation(s)
- Evdoxia Kyriazopoulou
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, ATTIKON University Hospital, Athens, Greece
| | - Evangelos J Giamarellos-Bourboulis
- 4 Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, ATTIKON University Hospital, Athens, Greece
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Baranwal AK, Kumar MP, Gupta PK. Comparison of Ventilator-free Days at 14 and 28 days as a Clinical Trial Outcome in Low- and Middle-income Countries. Indian J Crit Care Med 2020; 24:960-966. [PMID: 33281322 PMCID: PMC7689112 DOI: 10.5005/jp-journals-10071-23568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Aims and objectives Reporting ventilator-free days (VFDs) with time frame of 28 days is a popular composite outcome measure (COM) in trials. However, early deaths and shorter pediatric intensive care unit (PICU) stay predominate in low- and middle-income countries (LMICs). A shorter time frame may reduce sample size required. We planned to compute sample size requirements for different effect sizes from datasets of previously conducted prospective studies for 28-day and 14-day time frames (VFD28 vs VFD14) to examine the hypothesis. Materials and methods The VFD28 and VFD14 were defined. Datasets of five prospective studies from PICU of our hospital were analyzed to estimate sample sizes for target reductions of 1–9 days in VFDs and other COMs for the two time frames. Reconfirmation of results was done with datasets of two other studies from PICUs of two geographical extremes of the country. Results Time-to-event occurred within 14 days in majority of patients. Sample size required for VFD14 is about one-fifth to one-sixth of what is required for VFD28 for target reductions of 1–9 days for all the enrolled studies. The same was true for other COMs as well. The hypothesis was supported by datasets of two other studies used for reconfirmation. Conclusion Choice of time frame for assessing VFDs and other COMs in clinical trials should be guided by the clinical context. A shorter time frame may be rewarding in terms of smaller sample size in the prevalent clinical setting of LMICs. Further confirmation with more datasets and prospective studies is desirable. How to cite this article Baranwal AK, Kumar MP, Gupta PK. Comparison of Ventilator-free Days at 14 and 28 days as a Clinical Trial Outcome in Low- and Middle-income Countries. Indian J Crit Care Med 2020;24(10):960–966.
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Affiliation(s)
- Arun K Baranwal
- Department of Paediatrics, Advanced Paediatric Centre, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - M Praveen Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pramod K Gupta
- Department of Biostatistics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Ferritin Levels in Children With Sepsis in Low-Middle Income Countries: Do We Need Lower Threshold? Pediatr Crit Care Med 2020; 21:923. [PMID: 33009312 DOI: 10.1097/pcc.0000000000002443] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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The authors reply. Pediatr Crit Care Med 2020; 21:924. [PMID: 33009313 DOI: 10.1097/pcc.0000000000002497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Fluid Bolus in Hypotensive Septic Shock: Need to Encourage Critical Care Interventions Outside the Formal PICU. Pediatr Crit Care Med 2020; 21:856-857. [PMID: 32890098 DOI: 10.1097/pcc.0000000000002420] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Prediction of Poor Outcomes for Septic Children According to Ferritin Levels in a Middle-Income Setting. Pediatr Crit Care Med 2020; 21:e259-e266. [PMID: 32343115 DOI: 10.1097/pcc.0000000000002273] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECTIVES To evaluate serum ferritin measured within 48 hours of admission as a prognostic marker and examine the association with unfavorable outcomes in a population of pediatric patients with sepsis and high prevalence of iron deficiency anemia in which this biomarker is routinely measured. DESIGN Retrospective cohort study. SETTING PICU of a tertiary care teaching hospital in a middle-income country in South America. PATIENTS All patients 6 months to 18 years old (n = 350) admitted with a diagnosis of sepsis, suspected or proven, were eligible for inclusion. Exclusion criteria were length of PICU stay less than 8 hours and inherited or acquired disorder of iron metabolism that could interfere with serum ferritin levels. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Three-hundred twelve patients had their ferritin levels measured within 48 hours, and only 38 did not. The prevalence of iron deficiency anemia (hemoglobin < 11 g/dL and mean corpuscular volume < 80 fl was 40.3%. The median of the highest serum ferritin level within 48 hours was 150.5 ng/mL (interquartile range, 82.25-362 ng/mL), being associated with mortality (p < 0.001; Exp(B), 5.170; 95% CI, 2.619-10.205). A 10-fold increase in ferritin level was associated with a five-fold increase in mortality. There was a monotonic increase in mortality with increasing ferritin levels (p < 0.05). Regarding the discriminatory power of ferritin for mortality, the area under the receiver operating characteristic curve was 0.787 (95% CI, 0.737-0.83; p < 0.0001). CONCLUSIONS Serum ferritin at lower thresholds predicts mortality in children with sepsis admitted to the ICU in a middle-income country with high prevalence of iron deficiency anemia.
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Giemza-Stokłosa J, Islam MA, Kotyla PJ. Hyperferritinaemia: An Iron Sword of Autoimmunity. Curr Pharm Des 2020; 25:2909-2918. [PMID: 31686632 DOI: 10.2174/1381612825666190709202804] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2019] [Accepted: 06/30/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND Ferritin is a molecule that plays many roles being the storage for iron, signalling molecule, and modulator of the immune response. METHODS Different electronic databases were searched in a non-systematic way to find out the literature of interest. RESULTS The level of ferritin rises in many inflammatory conditions including autoimmune disorders. However, in four inflammatory diseases (i.e., adult-onset Still's diseases, macrophage activation syndrome, catastrophic antiphospholipid syndrome, and sepsis), high levels of ferritin are observed suggesting it as a remarkable biomarker and pathological involvement in these diseases. Acting as an acute phase reactant, ferritin is also involved in the cytokine-associated modulator of the immune response as well as a regulator of cytokine synthesis and release which are responsible for the inflammatory storm. CONCLUSION This review article presents updated information on the role of ferritin in inflammatory and autoimmune diseases with an emphasis on hyperferritinaemic syndrome.
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Affiliation(s)
| | - Md Asiful Islam
- Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, 16150 Kubang Kerian, Kelantan, Malaysia
| | - Przemysław J Kotyla
- Department of Internal Medicine, Rheumatology and Clinical Immunology, Faculty in Katowice, Medical University of Silesia, 40-635 Katowice, Poland
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Garcia PCR, Tonial CT, Piva JP. Septic shock in pediatrics: the state‐of‐the‐art. JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2020. [DOI: 10.1016/j.jpedp.2019.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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Garcia PCR, Tonial CT, Piva JP. Septic shock in pediatrics: the state-of-the-art. J Pediatr (Rio J) 2020; 96 Suppl 1:87-98. [PMID: 31843507 PMCID: PMC9432279 DOI: 10.1016/j.jped.2019.10.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 10/25/2019] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVE Review the main aspects of the definition, diagnosis, and management of pediatric patients with sepsis and septic shock. SOURCE OF DATA A search was carried out in the MEDLINE and Embase databases. The articles were chosen according to the authors' interest, prioritizing those published in the last five years. SYNTHESIS OF DATA Sepsis remains a major cause of mortality in pediatric patients. The variability of clinical presentations makes it difficult to attain a precise definition in pediatrics. Airway stabilization with adequate oxygenation and ventilation if necessary, initial volume resuscitation, antibiotic administration, and cardiovascular support are the basis of sepsis treatment. In resource-poor settings, attention should be paid to the risks of fluid overload when administrating fluids. Administration of vasoactive drugs such as epinephrine or norepinephrine is necessary in the absence of volume response within the first hour. Follow-up of shock treatment should adhere to targets such as restoring vital and clinical signs of shock and controlling the focus of infection. A multimodal evaluation with bedside ultrasound for management after the first hours is recommended. In refractory shock, attention should be given to situations such as cardiac tamponade, hypothyroidism, adrenal insufficiency, abdominal catastrophe, and focus of uncontrolled infection. CONCLUSIONS The implementation of protocols and advanced technologies have reduced sepsis mortality. In resource-poor settings, good practices such as early sepsis identification, antibiotic administration, and careful fluid infusion are the cornerstones of sepsis management.
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Affiliation(s)
- Pedro Celiny Ramos Garcia
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Terapia Intensiva Pediátrica, Programa de Pós-Graduação em Pediatria e Saúde Infantil, Porto Alegre, RS, Brazil
| | - Cristian Tedesco Tonial
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Terapia Intensiva Pediátrica, Departamento de Pediatria, Porto Alegre, RS, Brazil.
| | - Jefferson Pedro Piva
- Universidade Federal do Rio Grande do Sul (UFRGS), Faculdade de Medicina, Porto Alegre, RS, Brazil; Hospital de Clínicas de Porto Alegre, Departamento de Emergência e Cuidados Intensivos Pediátricos, Porto Alegre, RS, Brazil
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Baranwal AK, Deepthi G, Rohit MK, Jayashree M, Angurana SK, Kumar-M P. Longitudinal Study of CPK-MB and Echocardiographic Measures of Myocardial Dysfunction in Pediatric Sepsis: Are Patients with Shock Different from Those without? Indian J Crit Care Med 2020; 24:109-115. [PMID: 32205942 PMCID: PMC7075059 DOI: 10.5005/jp-journals-10071-23340] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Background Sepsis-induced myocardial dysfunction has implications on outcome. For lack of echocardiography in resource-limited settings, myocardial biomarkers may be an alternative monitoring tool. Objective This study was planned to explore the longitudinal behavior of creatine phosphokinase-MB (CPK-MB) in children with sepsis with and without shock, and its correlation with clinical and echocardiographic parameters over the first 10 days. Design Prospective observational study. Setting Tertiary care hospital in a lower-middle-income economy of South Asia. Patients Children (3 months to 12 years) with nonshock sepsis (NSS) (n = 40) and septic shock survivors (SSSs) (n = 40) after optimal resuscitation. Patients with catecholamine refractory shock, preexisting heart disease, and cardiorespiratory event within the past 1 month were excluded from the study. Measurements and main results Pediatric logistic organ dysfunction (PeLOD) score, vasoactive inotrope score (VIS), CPK-MB, and echocardiographic measures of myocardial function were recorded on days 1, 3, 7, and 10. Echocardiography was repeated at 1 month. Both groups were similar at baseline. The SSSs had higher CPK-MB (180 vs 53 IU/L; p < 0.001) and PeLOD score (2 ± 0.4 vs 11.7 ± 5.1, p < 0.001) on day 1 compared to the NSS children. More than half of the SSS and none of the NSS patients had myocardial dysfunction. Reduction in CPK-MB over 10 days correlated well with improvement in PeLOD (p < 0.01), VIS (p = 0.04), and echocardiographic measures of myocardial dysfunction (p < 0.05) among SSSs. At 1 month follow-up, all had normal echocardiography. Conclusion The SSSs had markedly elevated CPK-MB, and its fall paralleled the improvement in clinical status and myocardial dysfunctions. The CPK-MB could be a potential monitoring tool for septic cardiomyopathy in resource-limited settings. How to cite this article Baranwal AK, Deepthi G, Rohit MK, Jayashree M, Angurana SK, Kumar-M P. Longitudinal Study of CPK-MB and Echocardiographic Measures of Myocardial Dysfunction in Pediatric Sepsis: Are Patients with Shock Different from Those without? Indian J Crit Care Med 2020;24(2):109–115.
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Affiliation(s)
- Arun K Baranwal
- Division of Pediatric Critical Care and Pediatric Cardiac Care Unit, Advanced Pediatrics Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Manoj K Rohit
- Department of Cardiology, Advanced Cardiac Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Muralidharan Jayashree
- Division of Pediatric Critical Care, Advanced Pediatrics Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Suresh K Angurana
- Division of Pediatric Critical Care, Advanced Pediatrics Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Praveen Kumar-M
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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