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Wei X, Huo J, Yang Q, Li J. Early diagnosis of necrotizing fasciitis: Imaging techniques and their combined application. Int Wound J 2024; 21:e14379. [PMID: 37679292 PMCID: PMC10784425 DOI: 10.1111/iwj.14379] [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: 07/23/2023] [Accepted: 08/24/2023] [Indexed: 09/09/2023] Open
Abstract
Necrotizing fasciitis is a clinical, surgical emergency characterized by an insidious onset, rapid progression, and a high mortality rate. The disease's mortality rate has remained high for many years, mainly because of its atypical clinical presentation, which prevents many cases from being diagnosed early and accurately, resulting in patients who may die from uncontrollable septic shock and multi-organ failure. But unfortunately, no diagnostic indicator can provide a certain early diagnosis of NF, and clinical judgement of NF is still based on the results of various ancillary tests combined with the patient's medical history, clinical manifestations, and the physician's experience. This review provides a brief overview of the epidemiological features of NF and then discusses the most important laboratory indicators and scoring systems currently employed to diagnose NF. Finally, the latest progress of several imaging techniques in the early diagnosis of NF and their combined application with other diagnostic indices are highlighted. We point out promising research directions based on an objective evaluation of the advantages and shortcomings of different methods, which provide a basis for further improving the early diagnosis of NF.
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Affiliation(s)
- Xin‐ke Wei
- Department of Burns and Plastic SurgerySecond Affiliated Hospital of Air Force Military Medical UniversityXi'anChina
| | - Jun‐yi Huo
- Department of Burns and Plastic SurgerySecond Affiliated Hospital of Air Force Military Medical UniversityXi'anChina
| | - Qin Yang
- Department of Burns and Plastic SurgerySecond Affiliated Hospital of Air Force Military Medical UniversityXi'anChina
| | - Jing Li
- Department of Burns and Plastic SurgerySecond Affiliated Hospital of Air Force Military Medical UniversityXi'anChina
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Akaishi T, Tokuda K, Katsumi M, Fujimaki SI, Aoyagi T, Harigae H, Ishii T. Blood Culture Result Profile in Patients With Central Line-Associated Bloodstream Infection (CLABSI): A Single-Center Experience. Cureus 2023; 15:e40202. [PMID: 37435240 PMCID: PMC10331171 DOI: 10.7759/cureus.40202] [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] [Accepted: 06/09/2023] [Indexed: 07/13/2023] Open
Abstract
Background Central line-associated bloodstream infection (CLABSI) is among the most common bloodstream infections in the university hospital and intensive care unit settings. This study evaluated the routine blood test findings and microbe profiles of bloodstream infection (BSI) by the presence and types of central vein (CV) access devices (CVADs). Methods A total of 878 inpatients at a university hospital who were clinically suspected for BSI and underwent blood culture (BC) testing between April 2020 and September 2020 were enrolled. Data regarding age at BC testing, sex, WBC count, serum C-reactive protein (CRP) level, BC test results, yielded microbes, and usage and types of CVADs were evaluated. Results The BC yields were detected in 173 patients (20%), suspected contaminating pathogens in 57 (6.5%), and 648 (74%) with a negative yield. The WBC count (p=0.0882) and CRP level (p=0.2753) did not significantly differ between the 173 patients with BSI and the 648 patients with negative BC yields. Among the 173 patients with BSI, 74 used CVADs and met the diagnosis of CLABSI; 48 had a CV catheter, 16 had CV access ports, and 10 had a peripherally inserted central catheter (PICC). Patients with CLABSI showed lower WBC counts (p=0.0082) and serum CRP levels (p=0.0024) compared to those with BSI who did not use CVADs. The most commonly yielded microbes in those with CV catheters, CV-ports, and PICC were Staphylococcus epidermidis (n=9; 19%), Staphylococcus aureus (n=6; 38%), and S. epidermidis (n=8; 80%), respectively. Among those with BSI who did not use CVADs, Escherichia coli (n=31; 31%) was the most common pathogen, followed by S. aureus (n=13; 13%). Conclusion Patients with CLABSI showed lower WBC counts and CRP levels than those with BSI who did not use CVADs. Staphylococcus epidermidis was among the most common microbes in CLABSI and accounted for the majority of yielded microbes in patients who used PICC.
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Affiliation(s)
| | | | - Makoto Katsumi
- Laboratory Medicine, Tohoku University Hospital, Sendai, JPN
| | | | - Tetsuji Aoyagi
- Microbiology and Infectious Diseases, Toho University, Tokyo, JPN
| | | | - Tadashi Ishii
- Kampo and Integrative Medicine, Tohoku University Hospital, Sendai, JPN
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Breidung D, Malsagova AT, Loukas A, Billner M, Aurnhammer F, Reichert B, Megas IF. Causative Micro-Organisms in Necrotizing Fasciitis and their Influence on Inflammatory Parameters and Clinical Outcome. Surg Infect (Larchmt) 2023; 24:46-51. [PMID: 36521174 DOI: 10.1089/sur.2022.317] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background: Necrotizing fasciitis (NF) is a potentially fatal soft tissue infection. Four types of pathogens can be distinguished in the pathogen spectrum, although there are strong regional differences with regard to the most common pathogens. Patients and Methods: All cases of NF between 2003 and 2021 with an identified causative agent were analyzed retrospectively. The cases were divided into three groups: polymicrobial, gram-positive and gram-negative. Demographic factors, localization of infection, inflammatory parameters, and clinical outcome were compared between the three groups. Results: A total of 95 cases were analyzed, 41% of which were caused by multiple pathogens. A gram-positive pathogen was reported in 40% of cases and a gram-negative pathogen in 19%. There were significant differences between the three groups with respect to age (with patients in the gram-negative group being on average the oldest) and intensive care unit admissions (which was most frequent in the polymicrobial group). Conclusions: The pathogen spectrum of NF has rarely been studied in a large patient population. Gram-positive pathogens account for the majority of monomicrobial infections in our study. Nevertheless, we recommend calculated broad-spectrum antibiotic therapy given the high number of polymicrobial infections and gram-negative infections. Gram-negative infections may be associated with increased mortality, elevated procalcitonin levels, and are relatively frequent in NF of the lower extremities.
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Affiliation(s)
- David Breidung
- Department of Plastic, Reconstructive, and Hand Surgery, Center for Severe Burn Injuries, Medical Microbiology and Infectiology, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Asja T Malsagova
- Department of Plastic, Reconstructive, and Hand Surgery, Center for Severe Burn Injuries, Medical Microbiology and Infectiology, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Alexios Loukas
- Department of Genetics, Development, and Molecular Biology, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Moritz Billner
- Department of Plastic, Reconstructive, and Hand Surgery, Center for Severe Burn Injuries, Medical Microbiology and Infectiology, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Felix Aurnhammer
- Institute of Clinical Hygiene, Medical Microbiology and Infectiology, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Bert Reichert
- Department of Plastic, Reconstructive, and Hand Surgery, Center for Severe Burn Injuries, Medical Microbiology and Infectiology, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Ioannis-Fivos Megas
- Department of Plastic, Reconstructive, and Hand Surgery, Center for Severe Burn Injuries, Medical Microbiology and Infectiology, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
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Liufu R, Chen Y, Wan XX, Liu RT, Jiang W, Wang C, Peng JM, Weng L, Du B. Sepsis-induced Coagulopathy: The Different Prognosis in Severe Pneumonia and Bacteremia Infection Patients. Clin Appl Thromb Hemost 2023; 29:10760296231219249. [PMID: 38126337 DOI: 10.1177/10760296231219249] [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] [Indexed: 12/23/2023] Open
Abstract
Sepsis-induced coagulopathy (SIC) is a critical condition in sepsis patients, with varying outcomes depending on the type of infection. This study aims to analyze the prognosis of different infections in SIC cohort. A retrospective cohort study was conducted on 525 patients diagnosed with SIC in the intensive care unit from December 2013 to December 2022. These patients were divided into four groups: a non-pneumonia or bacteremia group, a severe pneumonia group, a bacteremia group, and a severe pneumonia concomitant with bacteremia group. The 28-day mortality was 18% (49/271) in the other infections group, 31% (33/106) in the lung infections group, 23% (29/126) in the blood infections group and 36% (8/36) in the lung and blood co-infections group, respectively. Pearson correlation analysis showed that procalcitonin (PCT) correlated strongly with all detected hemostatic markers (p < 0.001). The 28-day mortality rate in Lung infections group was significantly higher (p = 0.019), while Blood infections group had a higher incidence of disseminated intravascular coagulation (p = 0.011). By multivariable model analyses, longer duration of ventilation (p = 0.039) and severe pneumonia (p = 0.040) are risk factors associated with mortality. Different infections, including Lung and Blood infections, indicated different conditions in vivo. Longer duration of ventilation is associated with mortality, while Lung infections indicated higher 28-day mortality rate.
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Affiliation(s)
- Rong Liufu
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
- Department of Cardiovascular Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, China
| | - Yan Chen
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
| | - Xi-Xi Wan
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
| | - Rui-Ting Liu
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
| | - Wei Jiang
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
| | - ChYao Wang
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
| | - Jin-Min Peng
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
| | - Li Weng
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
| | - Bin Du
- State Key Laboratory of Complex Severe and Rare Diseases, Medical ICU, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
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Breidung D, Grieb G, Malsagova AT, Barth AA, Billner M, Hitzl W, Reichert B, Megas IF. Time Is Fascia: Laboratory and Anamnestic Risk Indicators for Necrotizing Fasciitis. Surg Infect (Larchmt) 2022; 23:747-753. [PMID: 36191292 DOI: 10.1089/sur.2022.222] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023] Open
Abstract
Background: Necrotizing fasciitis is a potentially fatal soft tissue infection in which the timing of surgical intervention significantly affects clinical outcome. The Laboratory Risk Indicator for Necrotizing Fasciitis (LRINEC) score, the Site other than the lower limb, Immunosuppression, Age <60 years, Renal impairment (creatinine >141), and Inflammatory markers (CRP ≥150, WCC >25) (SIARI) score, and procalcitonin levels are intended to aid in the decision-making process to differentiate between necrotizing fasciitis and soft tissue infections. Methods: A retrospective analysis of cases of necrotizing fasciitis and soft tissue infections treated at Klinikum Nürnberg was performed. The two scores as well as procalcitonin levels were tested for their diagnostic value and a new score, the Laboratory and Anamnestic Risk Indicator for Necrotizing Fasciitis (LARINF), was created based on the results. Results: Procalcitonin, LRINEC score, and SIARI score showed insufficient discriminatory ability in our study. The newly created LARINF score combined laboratory parameters of the LRINEC score (hemoglobin and C-reactive protein) with procalcitonin and three comorbidities, resulting in a sensitivity of 84% and a specificity of 75% and the highest area under the receiver operating characteristic (ROC) curve of 0.83. Conclusions: The LARINF score is a novel decision-supporting tool. The decision, in which cases surgical exploration should be initiated, remains a clinical one. However, the score seems to provide an improved basis for identifying a rare clinical picture.
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Affiliation(s)
- David Breidung
- Department of Plastic, Reconstructive and Hand Surgery, Center for Severe Burn Injuries, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Gerrit Grieb
- Department of Plastic Surgery and Hand Surgery, Gemeinschaftskrankenhaus Havelhoehe, Berlin, Germany
- Burn Center, Department of Plastic Surgery and Hand Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Asja T Malsagova
- Department of Plastic, Reconstructive and Hand Surgery, Center for Severe Burn Injuries, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Andrè A Barth
- Department of Plastic, Reconstructive and Hand Surgery, Center for Severe Burn Injuries, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Moritz Billner
- Department of Plastic, Reconstructive and Hand Surgery, Center for Severe Burn Injuries, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Wolfgang Hitzl
- Research and Innovation Management (RIM), Paracelsus Medical University Salzburg, Department of Ophthalmology and Optometry, Salzburg, Austria
- Department of Ophthalmology and Optometry, Paracelsus Medical University Salzburg, Salzburg, Austria
- Research Program Experimental Ophthalmology and Glaucoma Research, Paracelsus Medical University, Salzburg, Austria
| | - Bert Reichert
- Department of Plastic, Reconstructive and Hand Surgery, Center for Severe Burn Injuries, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
| | - Ioannis-Fivos Megas
- Department of Plastic, Reconstructive and Hand Surgery, Center for Severe Burn Injuries, Paracelsus Medical University, Klinikum Nürnberg, Nuremberg, Germany
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He X, Xiang X, Zou Y, Liu B, Liu L, Bi Y, Kan D. Distinctions between Fournier's gangrene and lower extremity necrotising fasciitis: microbiology and factors affecting mortality. Int J Infect Dis 2022; 122:222-229. [PMID: 35598736 DOI: 10.1016/j.ijid.2022.05.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 05/03/2022] [Accepted: 05/17/2022] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES In this study, we aimed to illustrate distinctions between Fournier's gangrene (FG) and lower extremity necrotising fasciitis (NF) and screen out possible risk factors of poor prognosis for each cohort. METHODS The medical records of qualified patients with NF admitted to the Second People's Hospital of Yibin from January 2016 to June 2021 were retrospectively reviewed. All participants were anatomically categorised into FG and lower extremity NF groups, and their baseline data and microbiological results were compared. Further comparisons of critical parameters were conducted between survivors and nonsurvivors within each group. RESULTS A total of 49 patients were included in the study with a median age of 58 years, and overall mortality was 20.4%. There were 18 patients with FG and 31 patients with lower extremity NF. A microbiology distinction was found-the predominance of gram-negative infection in FG and gram-positive infection in lower extremity NF. High Fournier's gangrene severity index scores (greater than 7), advanced age, procalcitonin and D-dimer value were identified as risk factors for FG, and the presentation of sepsis was an alarming indicator for lower extremity NF. CONCLUSIONS The distinction of microbiology might provide advice for appropriate antibacterial administrations. In addition, with practical prognostic predicting tools, clinicians might be able to identify patients at increased risk and intervene promptly to avoid unfavourable outcomes.
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Affiliation(s)
- Xuefeng He
- Department of Plastic and Burn Surgery, the Second People's Hospital of Yibin (the Yibin Hospital of West China Hospital, Sichuan University), Sichuan, China.
| | - Xin Xiang
- Department of Orthopaedic Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China.
| | - Yong Zou
- Department of Plastic and Burn Surgery, the Second People's Hospital of Yibin (the Yibin Hospital of West China Hospital, Sichuan University), Sichuan, China.
| | - Bing Liu
- Department of Plastic and Burn Surgery, the Second People's Hospital of Yibin (the Yibin Hospital of West China Hospital, Sichuan University), Sichuan, China
| | - Lili Liu
- Department of Plastic and Burn Surgery, the Second People's Hospital of Yibin (the Yibin Hospital of West China Hospital, Sichuan University), Sichuan, China
| | - Yaodan Bi
- Department of Anesthesiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Daohong Kan
- Department of Plastic and Burn Surgery, the Second People's Hospital of Yibin (the Yibin Hospital of West China Hospital, Sichuan University), Sichuan, China
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Cheng Y, Wang TY, Yuan HL, Li W, Shen JP, He ZX, Chen J, Gao JY, Wang FK, Gu J. Nocardia Infection in Nephrotic Syndrome Patients: Three Case Studies and A Systematic Literature Review. Front Cell Infect Microbiol 2022; 11:789754. [PMID: 35141169 PMCID: PMC8819730 DOI: 10.3389/fcimb.2021.789754] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 12/29/2021] [Indexed: 01/23/2023] Open
Abstract
Objective The multicenter literature review and case studies of 3 patients were undertaken to provide an updated understanding of nocardiosis, an opportunistic bacterial infection affecting immunosuppressed nephrotic syndrome (NS) patients receiving long-term glucocorticoid and immunosuppressant treatment. The results provided clinical and microbiological data to assist physicians in managing nocardiosis patients. Methods Three cases between 2017 and 2018 from a single center were reported. Additionally, a systematic review of multicenter cases described in the NCBI PubMed, Web of Science, and Embase in English between January 1, 2001 and May 10, 2021 was conducted. Results This study described three cases of Nocardia infection in NS patients. The systematic literature review identified 24 cases with sufficient individual patient data. A total of 27 cases extracted from the literature review showed that most patients were > 50 years of age and 70.4% were male. Furthermore, the glucocorticoid or corticosteroid mean dose was 30.9 ± 13.7 mg per day. The average time between hormone therapy and Nocardia infection was 8.5 ± 9.7 months. Pulmonary (85.2%) and skin (44.4%) infections were the most common manifestations in NS patients, with disseminated infections in 77.8% of patients. Nodule/masses and consolidations were the major radiological manifestations. Most patients showed elevated inflammatory biomarkers levels, including white blood cell counts, neutrophils percentage, and C-reactive protein. Twenty-five patients received trimethoprim-sulfamethoxazole monotherapy (18.5%) or trimethoprim-sulfamethoxazole-based multidrug therapy (74.1%), and the remaining two patients (7.4%) received biapenem monotherapy. All patients, except the two who were lost to follow-up, survived without relapse after antibiotic therapy. Conclusions Nephrotic syndrome patients are at high risk of Nocardia infection even if receiving low-dose glucocorticoid during the maintenance therapy. The most common manifestations of nocardiosis in NS patients include abnormal lungs revealing nodules and consolidations, skin and subcutaneous abscesses. The NS patients have a high rate of disseminated and cutaneous infections but a low mortality rate. Accurate and prompt microbiological diagnosis is critical for early treatment, besides the combination of appropriate antibiotic therapy and surgical drainage when needed for an improved prognosis.
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Affiliation(s)
- Yan Cheng
- Department of Basic Medical Laboratory, The 980th Hospital of the PLA Joint Logistical Support Force (Bethune International Peace Hospital), Shijiazhuang, China
| | - Tian-yi Wang
- Department of Respiratory Medicine, The 980th Hospital of the PLA Joint Logistical Support Force (Bethune International Peace Hospital), Shijiazhuang, China
| | - Hong-li Yuan
- Department of Radiology, The 980th Hospital of the PLA Joint Logistical Support Force (Bethune International Peace Hospital), Shijiazhuang, China
| | - Wei Li
- Department of Clinical Laboratory, The 980th Hospital of the PLA Joint Logistical Support Force (Bethune International Peace Hospital), Shijiazhuang, China
| | - Jing-ping Shen
- Department of Nutrition, Beidaihe Rehabilitation and Recuperation Center, Qinhuangdao, China
| | - Zheng-xin He
- Department of Basic Medical Laboratory, The 980th Hospital of the PLA Joint Logistical Support Force (Bethune International Peace Hospital), Shijiazhuang, China
| | - Jing Chen
- Department of Clinical Laboratory, The 980th Hospital of the PLA Joint Logistical Support Force (Bethune International Peace Hospital), Shijiazhuang, China
| | - Jie-ying Gao
- Department of Clinical Laboratory, The 980th Hospital of the PLA Joint Logistical Support Force (Bethune International Peace Hospital), Shijiazhuang, China
| | - Fu-kun Wang
- Department of Clinical Laboratory, The 980th Hospital of the PLA Joint Logistical Support Force (Bethune International Peace Hospital), Shijiazhuang, China
| | - Jiang Gu
- Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Army Medical University, Chongqing, China
- *Correspondence: Jiang Gu,
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Ting JY, Autmizguine J, Dunn MS, Choudhury J, Blackburn J, Gupta-Bhatnagar S, Assen K, Emberley J, Khan S, Leung J, Lin GJ, Lu-Cleary D, Morin F, Richter LL, Viel-Thériault I, Roberts A, Lee KS, Skarsgard ED, Robinson J, Shah PS. Practice Summary of Antimicrobial Therapy for Commonly Encountered Conditions in the Neonatal Intensive Care Unit: A Canadian Perspective. Front Pediatr 2022; 10:894005. [PMID: 35874568 PMCID: PMC9304938 DOI: 10.3389/fped.2022.894005] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 06/13/2022] [Indexed: 11/29/2022] Open
Abstract
Neonates are highly susceptible to infections owing to their immature cellular and humoral immune functions, as well the need for invasive devices. There is a wide practice variation in the choice and duration of antimicrobial treatment, even for relatively common conditions in the NICU, attributed to the lack of evidence-based guidelines. Early decisive treatment with broad-spectrum antimicrobials is the preferred clinical choice for treating sick infants with possible bacterial infection. Prolonged antimicrobial exposure among infants without clear indications has been associated with adverse neonatal outcomes and increased drug resistance. Herein, we review and summarize the best practices from the existing literature regarding antimicrobial use in commonly encountered conditions in neonates.
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Affiliation(s)
- Joseph Y Ting
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Julie Autmizguine
- Division of Infectious Diseases, Department of Pediatrics, Université de Montreal, Montreal, QC, Canada.,Department of Pharmacology and Physiology, Université de Montréal, Montreal, QC, Canada
| | - Michael S Dunn
- Division of Neonatology, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Julie Choudhury
- Department of Pharmacy, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Julie Blackburn
- Department of Microbiology, Infectious Diseases and Immunology, Université de Montreal, Montreal, QC, Canada
| | - Shikha Gupta-Bhatnagar
- Division of Neonatology, Department of Pediatrics, McMaster University, Hamilton, ON, Canada
| | - Katrin Assen
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Julie Emberley
- Division of Neonatology, Department of Pediatrics, University of Manitoba, Winnipeg, MB, Canada
| | - Sarah Khan
- Department of Microbiology, McMaster University, Hamilton, ON, Canada
| | - Jessica Leung
- Department of Pediatrics, University of Massachusetts, Worcester, MA, United States
| | - Grace J Lin
- School of Medicine, Queen's University, Kingston, ON, Canada
| | | | - Frances Morin
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Lindsay L Richter
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Isabelle Viel-Thériault
- Division of Infectious Diseases, Department of Pediatrics, CHU de Québec-Université Laval, Québec, QC, Canada
| | - Ashley Roberts
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Kyong-Soon Lee
- Division of Neonatology, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Erik D Skarsgard
- Division of Pediatric Surgery, Department of Surgery, University of British Columbia, Vancouver, BC, Canada
| | - Joan Robinson
- Division of Infectious Diseases, Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Prakesh S Shah
- Division of Neonatology, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
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Chaftari P, Qdaisat A, Chaftari AM, Maamari J, Li Z, Lupu F, Raad I, Hachem R, Calin G, Yeung SCJ. Prognostic Value of Procalcitonin, C-Reactive Protein, and Lactate Levels in Emergency Evaluation of Cancer Patients with Suspected Infection. Cancers (Basel) 2021; 13:cancers13164087. [PMID: 34439240 PMCID: PMC8393196 DOI: 10.3390/cancers13164087] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/31/2021] [Accepted: 08/11/2021] [Indexed: 12/17/2022] Open
Abstract
Simple Summary Cancer patients are at increased risk of infections and related complications, including sepsis. We developed a scoring system for mortality prediction based on readily available clinical and laboratory data, including the quick sequential organ failure assessment (qSOFA) score, cancer subtype, and several laboratory markers (procalcitonin, C-reactive protein, lactate dehydrogenase, and albumin) that can be used in emergency departments for cancer patients with suspected infection. The prediction score, which stratifies patients into four different risk groups (from low risk to very high risk), achieved excellent performance in predicting 14-day mortality, with an area under the receiver operating characteristic curve value of 0.88 (95% confidence interval 0.85–0.91). The score was also effective in predicting intensive care unit admission and 30-day mortality. Abstract Cancer patients have increased risk of infections, and often present to emergency departments with infection-related problems where physicians must make decisions based on a snapshot of the patient’s condition. Although C-reactive protein, procalcitonin, and lactate are popular biomarkers of sepsis, their use in guiding emergency care of cancer patients with infections is unclear. Using these biomarkers, we created a prediction model for short-term mortality in cancer patients with suspected infection. We retrospectively analyzed all consecutive patients who visited the emergency department of MD Anderson Cancer Center between 1 April 2018 and 30 April 2019. A clinical decision model was developed using multiple logistic regression for various clinical and laboratory biomarkers; coefficients were used to generate a prediction score stratifying patients into four groups according to their 14-day mortality risk. The prediction score had an area under the receiver operating characteristic curve value of 0.88 (95% confidence interval 0.85–0.91) in predicting 14-day mortality. The prediction score also accurately predicted intensive care unit admission and 30-day mortality. Our simple new scoring system for mortality prediction, based on readily available clinical and laboratory data, including procalcitonin, C-reactive protein, and lactate, can be used in emergency departments for cancer patients with suspected infection.
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Affiliation(s)
- Patrick Chaftari
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (P.C.); (A.Q.)
| | - Aiham Qdaisat
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (P.C.); (A.Q.)
| | - Anne-Marie Chaftari
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (A.-M.C.); (I.R.); (R.H.)
| | - Julian Maamari
- School of Medicine, Lebanese American University, P.O. Box 36, Byblos, Lebanon;
| | - Ziyi Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Florea Lupu
- Cardiovascular Biology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA;
| | - Issam Raad
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (A.-M.C.); (I.R.); (R.H.)
| | - Ray Hachem
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (A.-M.C.); (I.R.); (R.H.)
| | - George Calin
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Sai-Ching Jim Yeung
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (P.C.); (A.Q.)
- Correspondence: ; Tel.: +1-(713)-745-9911
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10
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Pai KC, Wang MS, Chen YF, Tseng CH, Liu PY, Chen LC, Sheu RK, Wu CL. An Artificial Intelligence Approach to Bloodstream Infections Prediction. J Clin Med 2021; 10:jcm10132901. [PMID: 34209759 PMCID: PMC8268222 DOI: 10.3390/jcm10132901] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 06/28/2021] [Accepted: 06/28/2021] [Indexed: 11/16/2022] Open
Abstract
This study aimed to develop an early prediction model for identifying patients with bloodstream infections. The data resource was taken from 2015 to 2019 at Taichung Veterans General Hospital, and a total of 1647 bloodstream infection episodes and 3552 non-bloodstream infection episodes in the intensive care unit (ICU) were included in the model development and evaluation. During the data analysis, 30 clinical variables were selected, including patients’ basic characteristics, vital signs, laboratory data, and clinical information. Five machine learning algorithms were applied to examine the prediction model performance. The findings indicated that the area under the receiver operating characteristic curve (AUROC) of the prediction performance of the XGBoost model was 0.825 for the validation dataset and 0.821 for the testing dataset. The random forest model also presented higher values for the AUROC on the validation dataset and testing dataset, which were 0.855 and 0.851, respectively. The tree-based ensemble learning model enabled high detection ability for patients with bloodstream infections in the ICU. Additionally, the analysis of importance of features revealed that alkaline phosphatase (ALKP) and the period of the central venous catheter are the most important predictors for bloodstream infections. We further explored the relationship between features and the risk of bloodstream infection by using the Shapley Additive exPlanations (SHAP) visualized method. The results showed that a higher prothrombin time is more prominent in a bloodstream infection. Additionally, the impact of a lower platelet count and albumin was more prominent in a bloodstream infection. Our results provide additional clinical information for cut-off laboratory values to assist clinical decision-making in bloodstream infection diagnostics.
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Affiliation(s)
- Kai-Chih Pai
- College of Engineering, Tunghai University, Taichung City 407224, Taiwan; (K.-C.P.); (L.-C.C.)
| | - Min-Shian Wang
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung City 40705, Taiwan;
| | - Yun-Feng Chen
- Center for Infection Control, Taichung Veterans General Hospital, Taichung City 40705, Taiwan;
| | - Chien-Hao Tseng
- Department of Infectious Diseases, Taichung Veterans General Hospital, Taichung City 40705, Taiwan; (C.-H.T.); (P.-Y.L.)
| | - Po-Yu Liu
- Department of Infectious Diseases, Taichung Veterans General Hospital, Taichung City 40705, Taiwan; (C.-H.T.); (P.-Y.L.)
| | - Lun-Chi Chen
- College of Engineering, Tunghai University, Taichung City 407224, Taiwan; (K.-C.P.); (L.-C.C.)
| | - Ruey-Kai Sheu
- Department of Computer Science, Tunghai University, Taichung City 407224, Taiwan;
| | - Chieh-Liang Wu
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung City 40705, Taiwan;
- Correspondence:
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11
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Zandstra J, Jongerius I, Kuijpers TW. Future Biomarkers for Infection and Inflammation in Febrile Children. Front Immunol 2021; 12:631308. [PMID: 34079538 PMCID: PMC8165271 DOI: 10.3389/fimmu.2021.631308] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 04/12/2021] [Indexed: 01/08/2023] Open
Abstract
Febrile patients, suffering from an infection, inflammatory disease or autoimmunity may present with similar or overlapping clinical symptoms, which makes early diagnosis difficult. Therefore, biomarkers are needed to help physicians form a correct diagnosis and initiate the right treatment to improve patient outcomes following first presentation or admittance to hospital. Here, we review the landscape of novel biomarkers and approaches of biomarker discovery. We first discuss the use of current plasma parameters and whole blood biomarkers, including results obtained by RNA profiling and mass spectrometry, to discriminate between bacterial and viral infections. Next we expand upon the use of biomarkers to distinguish between infectious and non-infectious disease. Finally, we discuss the strengths as well as the potential pitfalls of current developments. We conclude that the use of combination tests, using either protein markers or transcriptomic analysis, have advanced considerably and should be further explored to improve current diagnostics regarding febrile infections and inflammation. If proven effective when combined, these biomarker signatures will greatly accelerate early and tailored treatment decisions.
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Affiliation(s)
- Judith Zandstra
- Division Research and Landsteiner Laboratory, Department of Immunopathology, Sanquin Blood Supply, Amsterdam University Medical Center (UMC), Amsterdam, Netherlands
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children’s Hospital, Amsterdam UMC, Amsterdam, Netherlands
| | - Ilse Jongerius
- Division Research and Landsteiner Laboratory, Department of Immunopathology, Sanquin Blood Supply, Amsterdam University Medical Center (UMC), Amsterdam, Netherlands
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children’s Hospital, Amsterdam UMC, Amsterdam, Netherlands
| | - Taco W. Kuijpers
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children’s Hospital, Amsterdam UMC, Amsterdam, Netherlands
- Division Research and Landsteiner Laboratory, Department of Blood Cell Research, Sanquin Blood Supply, Amsterdam UMC, Amsterdam, Netherlands
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