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Hsu JF, Lin YC, Lin CY, Chu SM, Cheng HJ, Xu FW, Huang HR, Liao CC, Fu RH, Tsai MH. Deep learning models for early and accurate diagnosis of ventilator-associated pneumonia in mechanically ventilated neonates. Comput Biol Med 2025; 189:109942. [PMID: 40037168 DOI: 10.1016/j.compbiomed.2025.109942] [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: 10/06/2024] [Revised: 02/24/2025] [Accepted: 02/26/2025] [Indexed: 03/06/2025]
Abstract
BACKGROUND Early and accurate confirmation of critically ill neonates with a suspected diagnosis of ventilator-associated pneumonia (VAP) can optimize the therapeutic strategy and avoid unnecessary use of empirical antibiotics. We aimed to examine whether deep learning (DL) methods can assist the diagnosis of VAP of intubated neonates in the neonatal intensive care unit (NICU). METHODS A total of 670 neonates with mechanical ventilation were prospectively observed in a tertiary-level NICU in Taiwan between October 2017 and March 2022, during which image data were collected. All neonates with clinically suspected VAP were enrolled, and various DL methods were used to test the prediction ability of VAP diagnosis. The accuracy, precision, sensitivity, specificity, F1-score, and area under curves (AUCs) of several DL methods were compared. RESULTS A total of 900 chest X-ray images derived from 670 neonates with VAP and/or bronchopulmonary dysplasia (BPD) were enrolled, including 399 images from patients with definite diagnosis of VAP based on the strict criteria and 501 images from neonates without VAP. Compared with conventional DNN models such as ResNet, VGG, DenseNet, the RegNetX80 achieved the best specificity of 0.8378, which facilitates a low false positive rate. For accurate diagnosis of neonatal VAP, a combinatorial model of ResNet50 and RegNetX80, created through ensemble learning, further enhanced the AUC to 0.8023 for neonates with VAP on mechanical ventilation. In addition, the consistent XAI results in the left-lower region of chest X-ray image provided informative feedback and increased confidence to AI-assisted doctors. CONCLUSIONS Deep learning methods are applicable with good predictive accuracy using chest X-ray images to help diagnosis of VAP in the NICU, which can help clinicians make decisions regarding the choices of empiric antibiotics for critically ill neonates. Future prospective trials are warranted to document its clinical usefulness and benefits on reducing medical resources.
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Affiliation(s)
- Jen-Fu Hsu
- Division of Pediatric Neonatology, Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ying-Chih Lin
- Department of Applied Mathematics, Feng Chia University, Taichung, Taiwan
| | - Chun-Yuan Lin
- Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan
| | - Shih-Ming Chu
- Division of Pediatric Neonatology, Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Hui-Jun Cheng
- Department of Artificial Intelligence Application, Minth University of Science and Technology, HsinChu County, Taiwan
| | - Fan-Wei Xu
- Department of Applied Mathematics, Feng Chia University, Taichung, Taiwan
| | - Hsuan-Rong Huang
- Division of Pediatric Neonatology, Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chen-Chu Liao
- Division of Pediatric Neonatology, Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Rei-Huei Fu
- Division of Pediatric Neonatology, Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ming-Horng Tsai
- Division of Neonatology and Pediatric Hematology/Oncology, Department of Pediatrics, Chang Gung Memorial Hospital, Yunlin, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan.
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Meng H, Shi Y, Xue K, Liu D, Cao X, Wu Y, Fan Y, Gao F, Zhu M, Xiong L. Prediction model, risk factor score and ventilator-associated pneumonia: A two-stage case-control study. JOURNAL OF MICROBIOLOGY, IMMUNOLOGY, AND INFECTION = WEI MIAN YU GAN RAN ZA ZHI 2025; 58:94-102. [PMID: 39578166 DOI: 10.1016/j.jmii.2024.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 09/21/2024] [Accepted: 11/12/2024] [Indexed: 11/24/2024]
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is one of the most important hospital acquired infections in patients requiring mechanical ventilation (MV) in the intensive care unit, but the effective and robust predictable tools for VAP prevention were relatively lacked. METHODS This study aimed to establish a weighted risk scoring system to examine VAP risk among a two-stage VAP case-control study, and to evaluate the diagnostic performance of risk factor score (RFS) for VAP. We constructed a prediction model by least absolute shrinkage and selection operator (LASSO), random forest (RF), and extreme gradient boosting (XGBoost) models in 363 patients and 363 controls, and weighted RFS was calculated based on significant predictors. Finally, the diagnostic performance of the RFS was testified and further validated in another 177 pairs of VAP case-control study. RESULTS LASSO, RF and XGBoost consistently revealed significant associations of length of stay before MV, MV time, surgery, tracheotomy, multiple drug resistant organism infection, C-reactive protein, PaO2, and APACHE II score with VAP. RFS was significantly linearly associated with VAP risk [odds ratio and 95 % confidence interval = 2.699 (2.347, 3.135)], and showed good discriminations for VAP both in discovery stage [area under the curve (AUC) = 0.857] and validation stage (AUC = 0.879). CONCLUSIONS Results of this study revealed co-occurrence of multiple predictors for VAP risk. The risk factor scoring system proposed is a potentially useful predictive tool for clinical targets for VAP prevention.
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Affiliation(s)
- Hua Meng
- Department of Nosocomial Infection Management, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yuxin Shi
- Department of Nosocomial Infection Management, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kaming Xue
- Department of Integrated Traditional Chinese and Western Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Di Liu
- Interventional Diagnostic and Therapeutic Center, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Xiongjing Cao
- Department of Nosocomial Infection Management, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yanyan Wu
- Department of Nosocomial Infection Management, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yunzhou Fan
- Department of Nosocomial Infection Management, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fang Gao
- Department of Nosocomial Infection Management, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ming Zhu
- Department of Nosocomial Infection Management, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lijuan Xiong
- Department of Nosocomial Infection Management, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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Huang J, Cayabyab R, Cielo M, Ramanathan R. Incidence, Risk Factors, Short-term Outcomes, and Microbiome of Ventilator-associated Pneumonia in Very-low-birth-weight Infants: Experience at a Single Level III Neonatal Intensive Care Unit. Pediatr Infect Dis J 2024; 43:1083-1089. [PMID: 38900079 DOI: 10.1097/inf.0000000000004440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is a common hospital-acquired infection in neonates on invasive mechanical ventilation, resulting in high morbidity and mortality. The objective of this study is to determine the incidence, risk factors, short-term outcomes and microbiome associated with VAP in very-low-birth-weight (VLBW) infants born at <32 weeks of gestational age (GA). METHODS Retrospective study of intubated VLBW infants born at <32 weeks of GA admitted to the Los Angeles General Medical Center neonatal intensive care unit from July 2015 to July 2021 who had routine tracheal aspirate cultures obtained. Neonates were retrospectively classified into 3 groups, confirmed VAP, suspected VAP and no VAP, for comparison of risk factors, outcomes and airway microbial colonization. RESULTS Eighty-seven infants met inclusion criteria with a mean GA of 26.1 ± 1 weeks and mean birth weight of 812 ± 281 g. The incidence of VAP was 7.8 per 1000 ventilator days, and the most common causative organisms were Gram-positive organisms (39%), predominantly coagulase-negative Staphylococcus . Duration of postnatal dexamethasone exposure predicted VAP compared to no VAP (coefficient, 0.31; 95% CI 0.03-0.59; P = 0.03) after adjusting for duration of intubation, surfactant use and antenatal steroid exposure. Infants with VAP had higher rate of grade 2/3 bronchopulmonary dysplasia ( P = 0.03) and longer hospital stay ( P = 0.04). CONCLUSIONS VAP occurs at a high rate in VLBW infants who are exposed to prolonged dexamethasone use. It is predominantly caused by Gram-positive organisms.
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Affiliation(s)
- Jane Huang
- From the Division of Neonatology, Department of Pediatrics, Los Angeles General Medical Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Rowena Cayabyab
- From the Division of Neonatology, Department of Pediatrics, Los Angeles General Medical Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Mikhaela Cielo
- Division of Infectious Diseases, Maternal Child & Adolescent Center, Los Angeles General Medical Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Rangasamy Ramanathan
- From the Division of Neonatology, Department of Pediatrics, Los Angeles General Medical Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
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Bondarev DJ, Ryan RM, Mukherjee D. The spectrum of pneumonia among intubated neonates in the neonatal intensive care unit. J Perinatol 2024; 44:1235-1243. [PMID: 38698211 PMCID: PMC11379627 DOI: 10.1038/s41372-024-01973-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 02/17/2024] [Accepted: 04/15/2024] [Indexed: 05/05/2024]
Abstract
We review the pathophysiology, epidemiology, diagnosis, treatment, and prevention of ventilator-associated pneumonia (VAP) in neonates. VAP has been studied primarily in adult ICU patients, although there has been more focus on pediatric and neonatal VAP (neo-VAP) in the last decade. The definition as well as diagnosis of VAP in neonates remains a challenge to date. The neonatal intensivist needs to be familiar with the current diagnostic tools and prevention strategies available to treat and reduce VAP to reduce neonatal morbidity and the emergence of antibiotic resistance. This review also highlights preventive strategies and old and emerging treatments available.
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Affiliation(s)
- Dayle J Bondarev
- Division of Neonatology, Department of Pediatrics, Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Rita M Ryan
- Division of Neonatology, Department of Pediatrics, Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Devashis Mukherjee
- Division of Neonatology, Department of Pediatrics, Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
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Phatigomet M, Thatrimontrichai A, Maneenil G, Dissaneevate S, Janjindamai W. Reintubation Rate between Nasal High-Frequency Oscillatory Ventilation versus Synchronized Nasal Intermittent Positive Pressure Ventilation in Neonates: A Parallel Randomized Controlled Trial. Am J Perinatol 2024; 41:1504-1511. [PMID: 37369239 DOI: 10.1055/a-2118-5351] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/29/2023]
Abstract
OBJECTIVE Nasal high-frequency oscillatory ventilation (nHFOV) and synchronized nasal intermittent positive pressure ventilation (sNIPPV) were the new modes of noninvasive ventilation. This study's aim was to clarify as to which of the nHFOV and sNIPPV modes was superior in preventing postextubation failure or reintubation in neonates. STUDY DESIGN An open-label parallel randomized study was performed. Extubated preterm and term neonates were randomly allocated into nHFOV or sNIPPV modes; the reintubation rate was evaluated within 7 days after extubation between the two modes. Subgroup analyses were performed for preterm (gestational age <37 weeks) and very preterm (gestational age <32 weeks) neonates. The sample calculation was 1,050 neonates; however, this trial was stopped early as enrollment was too slow. RESULTS From July 2020 to June 2022, 202 neonates were assessed for eligibility and 69 neonates were excluded. Finally, 133 neonates were randomly allocated to the study interventions (nHFOV = 67, sNIPPV = 66). The median gestational age and birth weight were 33 (30-37) weeks and 1,910 (1,355-2,836) g, respectively. The reintubation rate within 7 days did not significantly differ between the groups (nHFOV [5/67, 7%] vs. sNIPPV [4/66, 6%]); risk difference [95% confidence interval] = 0.01 [-0.08 to 0.11]; p = 0.99), including preterm (nHFOV [4/55, 7%] vs. sNIPPV [3/44, 7%]) and very preterm (nHFOV [3/25, 12%] vs. sNIPPV [3/25, 12%]) neonates. CONCLUSION After neonatal extubation, there was no significant difference of reintubation rates within 7 days between nHFOV and sNIPPV. This trial has been registered in the ClinicalTrials.gov database ( https://clinicaltrials.gov/ct2/show/NCT04323397 ). First posted registration on March 26, 2020. KEY POINTS · There was no significant difference of reintubation rates between nHFOV and sNIPPV.. · During nHFOV support, one neonate developed pneumomediastinum.. · During sNIPPV support, one neonate developed pulmonary hemorrhage..
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Affiliation(s)
- Manapat Phatigomet
- Department of Pediatrics, Division of Neonatology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Anucha Thatrimontrichai
- Department of Pediatrics, Division of Neonatology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Gunlawadee Maneenil
- Department of Pediatrics, Division of Neonatology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Supaporn Dissaneevate
- Department of Pediatrics, Division of Neonatology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Waricha Janjindamai
- Department of Pediatrics, Division of Neonatology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
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Baingam K, Phatigomet M, Thatrimontrichai A, Maneenil G, Dissaneevate S, Janjindamai W. Carbon Dioxide Level between Nasal High-Frequency Oscillatory Ventilation and Synchronized Nasal Intermittent Positive Pressure Ventilation after Extubation in Neonates: A Cross-over Randomized Controlled Trial. Am J Perinatol 2024; 41:1495-1503. [PMID: 37339671 DOI: 10.1055/a-2113-3284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
Abstract
OBJECTIVE Nasal high-frequency oscillatory ventilation (nHFOV) and synchronized nasal intermittent positive pressure ventilation (sNIPPV) yield a lower partial pressure of carbon dioxide (pCO2) after extubation than nasal continuous positive airway pressure. Our aim was to clarify which of the two was superior. STUDY DESIGN We performed a crossover randomized study to evaluate pCO2 level among 102 participants from July 2020 to June 2022. Intubated preterm and term neonates with arterial lines were randomly allocated to nHFOV-sNIPPV or sNIPPV-nHFOV sequences; their pCO2 levels were measured after 2 hours in each mode. Subgroup analyses were performed for preterm (gestational age <37 weeks) and very preterm (gestational age <32 weeks) neonates. RESULTS The mean gestational age (nHFOV-sNIPPV, 32.8 vs. sNIPPV-nHFOV, 33.5 weeks) and median birth weight (1,850 vs. 1,930 g) did not differ between the sequences. The mean ± standard deviation pCO2 level after nHFOV (38.7 ± 8.8 mm Hg) was significantly higher than that after sNIPPV (36.8 ± 10.2 mm Hg; mean difference: 1.9 mm Hg; 95% confidence interval: 0.3-3.4 mm Hg; treatment effect [p = 0.007] but no sequence [p = 0.92], period [p = 0.53], or carryover [p = 0.94] effects). However, the difference in pCO2 level between the sequences was not statistically significant in the subgroup analyses of preterm and very preterm neonates. CONCLUSION After neonatal extubation, the sNIPPV mode was associated with a lower pCO2 level than the nHFOV mode with no significant difference in preterm and very preterm neonates. KEY POINTS · Full noninvasive ventilation support is suggested in neonatal ventilation.. · pCO2 level in sNIPPV was lower than in nHFOV.. · No differences in pCO2 levels were observed in either preterm or very preterm neonates..
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Affiliation(s)
- Kulthida Baingam
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Manapat Phatigomet
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Anucha Thatrimontrichai
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Gunlawadee Maneenil
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Supaporn Dissaneevate
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Waricha Janjindamai
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
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Thatrimontrichai A, Phatigomet M, Maneenil G, Dissaneevate S, Janjindamai W, Kritsaneepaiboon S. Ventilator-Free Days in Neonatal Ventilator-Associated Pneumonia. Am J Perinatol 2024; 41:580-585. [PMID: 35026853 DOI: 10.1055/a-1739-3678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
OBJECTIVE This study aimed to compare the ventilator-free days (VFDs) at day 28 and the short-term outcomes in neonates with and without ventilator-associated pneumonia (VAP and non-VAP groups). STUDY DESIGN We performed a cohort study in a Thai neonatal intensive care unit between 2014 and 2020 to identify the VFDs in VAP and non-VAP neonates. Univariate and multivariate analyses were performed. RESULTS The incidences of VAP rates were 5.76% (67/1,163 neonates) and 10.86 per 1,000 (92/8,469) ventilator days. The medians (interquartile ranges [IQRs]) of gestational age and birth weight in the VAP versus non-VAP groups were 31 (27-35) versus 34 (30-38) weeks, and 1,495 (813-2,593) versus 2,220 (1,405-2,940) g (p < 0.001, both), respectively. The medians (IQRs) of VFDs at 28 days in the VAP and non-VAP groups were 5 (0-16) and 24 (20-26) days (p < 0.001). From the univariate analysis, the lower VFDs, longer ventilator days, and higher rates of moderate-to-severe bronchopulmonary dysplasia (BPD), postnatal steroids for BPD, length of stay, and daily hospital cost in the VAP group were significantly higher than in the non-VAP group. From the multivariate analysis, the VAP group had significantly lower VFDs (regression coefficient = -10.99, standard error = 1.11, p < 0.001) and higher BPD (adjusted risk ratio = 18.70; 95% confidence interval = 9.17-39.5, p < 0.001) than the non-VAP group. CONCLUSION Neonatal VAP lead to lower VFDs and a higher frequency of BPD. A multimodal strategy with a VAP prevention bundle care should be used in indicated cases to reduce the occurrence of neonatal VAP. KEY POINTS · The VFDs of the neonatal VAP was lower than reported in adult study.. · There are limited data on VFDs in VAP during the neonatal period.. · Neonatal VAP reduces VFDs and increases BPD rates compared with non-VAP infants..
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Affiliation(s)
- Anucha Thatrimontrichai
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Manapat Phatigomet
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Gunlawadee Maneenil
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Supaporn Dissaneevate
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Waricha Janjindamai
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Supika Kritsaneepaiboon
- Department of Radiology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
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Rangelova V, Kevorkyan A, Raycheva R, Krasteva M. Ventilator-Associated Pneumonia in the Neonatal Intensive Care Unit-Incidence and Strategies for Prevention. Diagnostics (Basel) 2024; 14:240. [PMID: 38337756 PMCID: PMC10854825 DOI: 10.3390/diagnostics14030240] [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: 12/10/2023] [Revised: 01/21/2024] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
The second most prevalent healthcare-associated infection in neonatal intensive care units (NICUs) is ventilator-associated pneumonia (VAP). This review aims to update the knowledge regarding the incidence of neonatal VAP and to summarize possible strategies for prevention. The VAP incidence ranges from 1.4 to 7 episodes per 1000 ventilator days in developed countries and from 16.1 to 89 episodes per 1000 ventilator days in developing countries. This nosocomial infection is linked to higher rates of illness, death, and longer hospital stays, which imposes a substantial financial burden on both the healthcare system and families. Due to the complex nature of the pathophysiology of VAP, various approaches for its prevention in the neonatal intensive care unit have been suggested. There are two main categories of preventative measures: those that attempt to reduce infections in general (such as decontamination and hand hygiene) and those that target VAP in particular (such as VAP care bundles, head of bed elevation, and early extubation). Some of the interventions, including practicing good hand hygiene and feeding regimens, are easy to implement and have a significant impact. One of the measures that seems very promising and encompasses a lot of the preventive measures for VAP are the bundles. Some preventive measures still need to be studied.
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Affiliation(s)
- Vanya Rangelova
- Department of Epidemiology and Disaster Medicine, Faculty of Public Health, Medical University of Plovdiv, 4000 Plovdiv, Bulgaria;
| | - Ani Kevorkyan
- Department of Epidemiology and Disaster Medicine, Faculty of Public Health, Medical University of Plovdiv, 4000 Plovdiv, Bulgaria;
| | - Ralitsa Raycheva
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, 4000 Plovdiv, Bulgaria;
| | - Maya Krasteva
- Department of Obstetrics and Gynecology, Neonatology Unit, Faculty of Medicine, Medical University of Plovdiv, 4000 Plovdiv, Bulgaria;
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Tuteja A, Pournami F, Nandakumar A, Prabhakar J, Jain N. Endotracheal Aspirate and Ventilator-Associated Pneumonia in Neonates: Revisiting an Age-Old Debate. Indian J Pediatr 2022; 89:1202-1208. [PMID: 35503590 DOI: 10.1007/s12098-022-04142-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 11/18/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To explore the utility of endotracheal aspirates (ETA) for analyzing microbiological yield, incidence, risk factors for VAP, and clinically relevant outcomes. METHODS Ventilated neonates suspected to have VAP were studied prospectively; they were classified as "VAP" or "No VAP" based on a predefined combination of clinical, radiological, and laboratory criteria. The microbiological yield from blood and ETA cultures was analyzed. RESULTS Of 165 neonates who were ventilated for > 48 h, 65 were suspected of having VAP. Thirty-six (22.9%) were classified as VAP. Microbiological agents could be identified in 31 cases (86.1%) by ETA/blood cultures. Acinetobacter sp was the common organism identified. Duration of ventilation, and a higher number of reintubations before suspicion of VAP were significant risk factors for VAP. Positive ETA culture was associated with a greater duration of oxygen therapy and ventilation days after suspicion of VAP. CONCLUSIONS The commonest culture yield from ETA in those suspected to have VAP was gram-negative bacilli. Duration of ventilation and reintubations were identified as significant risk factors for VAP. These are potentially modifiable factors. Positive ETA culture was associated with longer needs for respiratory supports. Negative ETA culture might encourage clinicians to stop antibiotics. TRIAL REGISTRATION Clinical Trials Registry of India No. CTRI/2019/03/017912, www.ctri.nic.in.
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Affiliation(s)
- Amrit Tuteja
- Department of Neonatology, Kerala Institute of Medical Sciences, Trivandrum, Kerala, 695029, India
| | - Femitha Pournami
- Department of Neonatology, Kerala Institute of Medical Sciences, Trivandrum, Kerala, 695029, India.
| | - Anand Nandakumar
- Department of Neonatology, Kerala Institute of Medical Sciences, Trivandrum, Kerala, 695029, India
| | - Jyothi Prabhakar
- Department of Neonatology, Kerala Institute of Medical Sciences, Trivandrum, Kerala, 695029, India
| | - Naveen Jain
- Department of Neonatology, Kerala Institute of Medical Sciences, Trivandrum, Kerala, 695029, India
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Phatigomet M, Thatrimontrichai A, Maneenil G, Dissaneevate S, Janjindamai W. Risk Factors for 30-Day Mortality in Neonates With Carbapenem-resistant A. baumannii Sepsis. Pediatr Infect Dis J 2022; 41:1012-1016. [PMID: 36375101 DOI: 10.1097/inf.0000000000003721] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Carbapenem-resistant Acinetobacter baumannii (CRAB) sepsis is becoming an extreme threat caused by high-case fatality rates and poor prevention and control in ICUs worldwide. However, the risk of mortality among neonatal CRAB sepsis is still unclear. METHODS A retrospective medical records review study, which aimed to identify the risk factors of mortality in neonates with CRAB sepsis (including both bacteremia and/or meningitis) in Thailand from 1996 to 2019. All cases featuring positive blood and cerebrospinal fluid cultures for CRAB were reviewed. A multivariable logistic regression model was analyzed for nonsurvivors and survivors of neonatal CRAB sepsis. RESULTS In a 24-year period, 47 of these were identified with CRAB sepsis. The median (interquartile range) gestational age and birth weight were 30 (28-35) weeks and 1500 (933-2482) g, respectively. The 30-day case fatality rate was 55% (26/47). In multivariable analysis, nonsurvivors of neonatal CRAB sepsis were associated with congenital heart disease (adjusted odds ratio [OR] = 1.33; 95% CI 1.06-1.66, P = 0.02), CRIB II score ≥9 (adjusted OR = 1.65; 95% CI: 1.20-2.27, P = 0.004), severe thrombocytopenia (adjusted OR = 1.45; 95% CI: 1.09-1.94, P = 0.02), and septic shock (adjusted OR = 1.62; 95% CI: 1.33-1.99, P <0.001). CONCLUSION The risk factors of mortality in neonates with CRAB sepsis are associated with congenital heart disease, CRIB II score ≥9, shock, and severe thrombocytopenia.
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Affiliation(s)
- Manapat Phatigomet
- From the Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
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11
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El-Sheikh M, Elmahdy H, Nassar M, Fouda M, Ibrahim A, Al-Beltagi M. Role of soluble triggering receptors expressed on myeloid cells-1 and 25-hydroxy vitamin D as early diagnostic markers of neonatal Ventilator-associated pneumonia: A prospective cohort study. Pediatr Pulmonol 2022; 57:2147-2153. [PMID: 35621053 DOI: 10.1002/ppul.26016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 05/21/2022] [Accepted: 05/24/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is one of the most common causes of nosocomial pneumonia in ventilated neonates. Nevertheless, its diagnosis is challenging due to the nonspecific clinical parameters and the lack of sensitive biomarkers. The main objective of this study was to compare soluble triggering receptors expressed on myeloid cells-1 (sTREM-1) and 25-hydroxy vitamin D as early predictors of neonatal VAP. METHODS This prospective cohort study included 85 ventilated neonates divided into the VAP group (n = 33) and the non-VAP group (n = 52). sTREM-1 levels in the endotracheal aspirate (ETA) and serum 25-hydroxy vitamin D levels were measured on the third and seventh days following mechanical ventilation. The Ethical and Research Committee approved the study at Tanta University Hospitals, Egypt (with the Approval code: 32751/12/18). RESULTS The sTREM-1 cutoff value of >0.46 and >0.44 ng/ml at 3 and 7 days had a sensitivity of 93.94% and 96.97%, a specificity of 92.31% and 100%, and an area under the receiver operating characteristic curve (AUC) of 0.963 and 0.993, respectively, to predict the development of neonatal VAP. A serum 25-hydroxy vitamin D cutoff value of ≤17.5 ng/ml at 3 and 7 days had a sensitivity of 90.91% and 81.82%, a specificity of 75% and 78.85%, and area under the curve of 0.877 and 0.939, respectively. CONCLUSION Both sTREM-1 in ETA and serum 25-hydroxy vitamin D could be used as early predictors of neonatal VAP, but sTREM-1 appears more useful.
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Affiliation(s)
- Mai El-Sheikh
- Pediatric Department, Faculty of Medicine, Tanta University, Tanta, AlGharbia, Egypt
| | - Heba Elmahdy
- Pediatric Department, Faculty of Medicine, Tanta University, Tanta, AlGharbia, Egypt
| | - Mohammed Nassar
- Pediatric Department, Faculty of Medicine, Tanta University, Tanta, AlGharbia, Egypt
| | - Mohamed Fouda
- Clinical Pathology Department, Faculty of Medicine, Tanta University, Tanta, AlGharbia, Egypt
| | - Ashraf Ibrahim
- Pediatric Department, Faculty of Medicine, Tanta University, Tanta, AlGharbia, Egypt
| | - Mohammed Al-Beltagi
- Pediatric Department, Faculty of Medicine, Tanta University, Tanta, AlGharbia, Egypt
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12
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Alriyami A, Kiger JR, Hooven TA. Ventilator-Associated Pneumonia in the Neonatal Intensive Care Unit. Neoreviews 2022; 23:e448-e461. [PMID: 35773508 DOI: 10.1542/neo.23-7-e448] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
See Bonus NeoBriefs videos and downloadable teaching slides Intubated infants in the NICU are at risk of developing ventilator-associated pneumonia (VAP), a common type of health care-associated infection. The Centers for Disease Control and Prevention developed guidelines for diagnosing VAP in patients younger than 1 year, which include worsening gas exchange, radiographic findings, and at least 3 defined clinical signs of pneumonia. VAP in infants is treated with empiric antibiotics selected based on local resistance patterns and individualized patient data. Many NICUs have implemented prevention bundles in an effort to decrease VAP by ensuring the cleanest environment for intubated neonates (hand hygiene, sterile handling of equipment), positioning of infants to prevent gastric reflux, and constantly reevaluating for extubation readiness. Although these prevention bundle elements are intuitive and generally low risk, none are based on strong research support. This article reviews the epidemiology, pathogenesis, diagnosis, treatment, and prevention of VAP in NICU patients, focusing on recent evidence, highlighting areas of emerging research, and identifying persistent knowledge gaps.
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Affiliation(s)
- Ayesha Alriyami
- Division of Newborn Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - James R Kiger
- Division of Newborn Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA.,Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Thomas A Hooven
- Division of Newborn Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA.,Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA.,Richard King Mellon Institute for Pediatric Research, Pittsburgh, PA
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13
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Raycheva R, Rangelova V, Kevorkyan A. Cost Analysis for Patients with Ventilator-Associated Pneumonia in the Neonatal Intensive Care Unit. Healthcare (Basel) 2022; 10:980. [PMID: 35742032 PMCID: PMC9223030 DOI: 10.3390/healthcare10060980] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/20/2022] [Accepted: 05/23/2022] [Indexed: 12/10/2022] Open
Abstract
The concept of improving the quality and safety of healthcare is well known. However, a follow-up question is often asked about whether these improvements are cost-effective. The prevalence of nosocomial infections (NIs) in the neonatal intensive care unit (NICU) is approximately 30% in developing countries. Ventilator-associated pneumonia (VAP) is the second most common NI in the NICU. Reducing the incidence of NIs can offer patients better and safer treatment and at the same time can provide cost savings for hospitals and payers. The aim of the study is to assess the direct costs of VAP in the NICU. This is a prospective study, conducted between January 2017 and June 2018 in the NICU of University Hospital “St. George” Plovdiv, Bulgaria. During this period, 107 neonates were ventilated for more than 48 h and included in the study. The costs for the hospital stay are based on the records from the Accounting Database of the setting. The differences directly attributable to VAP are presented both as an absolute value and percentage, based on the difference between the values of the analyzed variables. There are no statistically significant differences between patients with and without VAP in terms of age, sex, APGAR score, time of admission after birth and survival. We confirmed differences between the median birth weight (U = 924, p = 0.045) and average gestational age (t = 2.14, p = 0.035) of the patients in the two study groups. The median length of stay (patient-days) for patients with VAP is 32 days, compared to 18 days for non-VAP patients (U = 1752, p < 0.001). The attributive hospital stay due to VAP is 14 days. The median hospital costs for patients with VAP are estimated at €3675.77, compared to the lower expenses of €2327.78 for non-VAP patients (U = 1791.5, p < 0.001). The median cost for antibiotic therapy for patients with VAP is €432.79, compared to €351.61 for patients without VAP (U = 1556, p = 0.024). Our analysis confirms the results of other studies that the increased length of hospital stays due to VAP results in an increase in hospital costs. VAP is particularly associated with prematurity, low birth weight and prolonged mechanical ventilation.
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Affiliation(s)
- Ralitsa Raycheva
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria;
| | - Vanya Rangelova
- Department of Epidemiology and Disaster Medicine, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria;
| | - Ani Kevorkyan
- Department of Epidemiology and Disaster Medicine, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria;
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14
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Nair NS, Lewis LE, Dhyani VS, Murthy S, Godinho M, Lakiang T, Venkatesh BT. Factors Associated With Neonatal Pneumonia and its Mortality in India: A Systematic Review and Meta-Analysis. Indian Pediatr 2021. [PMID: 34837367 PMCID: PMC8639407 DOI: 10.1007/s13312-021-2374-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Background Neonatal pneumonia remains a significant contributor to infant mortality in India and responsible for increased prevalence of infant deaths globally. Objective To identify risk factors associated with neonatal pneumonia and its mortality in India. Study design A systematic review was conducted including both analytic study designs and descriptive study designs, which reported a quantitative analysis of factors associated with all the three types of pneumonia among neonates. The search was conducted from August to December, 2016 on the following databases; CINAHL, EMBASE, Ovid MEDLINE, PubMed, ProQuest, SCOPUS, Web of Science, WHO IMSEAR and IndMED. The search was restricted to Indian setting. Participants The population of interest was neonates. Outcomes The outcome measures included risk factors for incidences and mortality predictors of neonatal pneumonia. These could be related to neonate, maternal and pregnancy, caregiver, family, environment, healthcare system, iatrogenic and others. Results A total of three studies were included. For risk factors, two studies on ventilator-associated pneumonia were included with 194 neonates; whereas for mortality predictors, only one study with 150 neonates diagnosed with pneumonia was included. 11 risk factors were identified from two studies: duration of mechanical ventilation, postnatal age, birth weight, prematurity, sex of the neonate, length of stay in NICU, primary diagnosis, gestational age, number of re-intubation, birth asphyxia, and use of nasogastric tube. Metaanalysis with random-effects model was possible only for prematurity (<37 week) and very low birth weight (<1500 g) and very low birth weight was found to be significant (OR 5.61; 95% CI 1.76, 17.90). A single study was included on predictors of mortality. Mean alveolar arterial oxygen gradient (AaDO2) >250 mm Hg was found to be the single most significant predictor of mortality due to pneumonia in neonates. Conclusion The study found scant evidence from India on risk factors of neonatal pneumonia other than ventilator-associated pneumonia. Electronic Supplementary Material Supplementary material is available in the online version of this article at 10.1007/s13312-021-2374-4
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Affiliation(s)
- N Sreekumaran Nair
- Department of Statistics, Public Health Evidence South Asia (PHESA), Manipal Academy of Higher Education, Manipal, Karnataka
| | - Leslie Edward Lewis
- Department of Pediatrics, Kasturba Medical College Hospital, Manipal Academy of Higher Education, Manipal, Karnataka
| | - Vijay Shree Dhyani
- Department of Statistics, Public Health Evidence South Asia (PHESA), Manipal Academy of Higher Education, Manipal, Karnataka
| | - Shruti Murthy
- Department of Statistics, Public Health Evidence South Asia (PHESA), Manipal Academy of Higher Education, Manipal, Karnataka
| | - Myron Godinho
- Department of Statistics, Public Health Evidence South Asia (PHESA), Manipal Academy of Higher Education, Manipal, Karnataka
| | - Theophilus Lakiang
- Department of Statistics, Public Health Evidence South Asia (PHESA), Manipal Academy of Higher Education, Manipal, Karnataka
| | - Bhumika T Venkatesh
- Department of Statistics, Public Health Evidence South Asia (PHESA), Manipal Academy of Higher Education, Manipal, Karnataka. Correspondence to: Dr Bhumika T Venkatesh, Room no. 35, Public Health Evidence South Asia (PHESA), Prasanna School of Public Health, Manipal Academy of Higher Education, Madhav Nagar, Manipal, Karnataka.
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Abstract
BACKGROUND Acinetobacter baumannii sepsis constitutes an extreme threat with a poor prognosis and is a difficult infection to control, especially in Asia. Moreover, a knowledge gap in the risk of mortality in neonatal A. baumannii sepsis still exists. METHODS This study aimed to identify the risk factors of mortality in neonates with A. baumannii sepsis in Thailand from 1996 to 2019. A multivariable logistic regression model was analyzed for nonsurvivors and survivors of neonatal A. baumannii sepsis. RESULTS In a 24-year period, 91 neonates with A. baumannii sepsis were reviewed. The median (interquartile range) gestational age and birth weight were 33 (28.5, 37.5) weeks and 1740 (987.5, 2730.0) g, respectively. The 30-day case fatality rate was 36.3% (33/91). In univariable analysis, nonsurvivors of neonatal A. baumannii sepsis was associated with smaller neonates, lower Apgar scores, septic shock, mechanical ventilation, umbilical catheterization, neutropenia, severe thrombocytopenia, carbapenem-resistant A. baumannii sepsis, inadequate empiric antimicrobial therapy, and acute kidney injury. In multivariable analysis, nonsurvivors of neonatal A. baumannii sepsis were associated with septic shock (adjusted odds ratio [OR] = 41.38; 95% confidence intervals [CI]: 3.42-501.13; P = 0.003), severe thrombocytopenia (adjusted OR = 33.70; 95% CI: 3.44-330.55; P = 0.002), and inadequate empiric antimicrobial therapy (adjusted OR = 10.05; 95% CI: 1.40-71.98; P = 0.02). CONCLUSION In high multidrug-resistant areas, empiric treatment with broader spectrum antimicrobials should be considered in neonates with sepsis shock or severe thrombocytopenia.
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16
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Intervention to reduce carbapenem-resistant Acinetobacter baumannii in a neonatal intensive care unit. Infect Control Hosp Epidemiol 2021; 41:710-715. [PMID: 32131902 DOI: 10.1017/ice.2020.35] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To investigate the effects of environmental cleaning and the installation of heat and moisture exchangers (HMEs) to reduce neonatal carbapenem-resistant Acinetobacter baumannii (CRAB) sepsis and colonization as well as antimicrobial use. DESIGN We conducted a 7-year, quasi-experimental study. SETTING AND PATIENTS All neonates admitted to a neonatal intensive care unit (NICU). METHODS We compared the trends for CRAB sepsis and colonization before (period 1, 2011-2013) and after (period 3, 2015-2017) a 12-month intervention period in 2014 (period 2) to incorporate a combination of HME use and sodium hypochlorite cleaning (5,000 ppm in the NICU and 500 ppm in the neonatal environment) using interrupted time series analysis with segmented regression. RESULTS During the 7-year study period, 3,367 neonates were admitted to the NICU; the prevalence rates of CRAB sepsis and endotracheal CRAB colonization were 0.5 per 1,000 patient days, and 19.4 per 1,000 ventilator days. A comparison of period 1 to period 3 showed significant decreases in the percentages of both CRAB of A. baumannii sepsis (100% versus 11%) and endotracheal colonization (76% vs 52%) following the introduction of disposable HMEs and sodium hypochlorite cleaning (both P < .001). In period 3, compared with period 1, segmented regression analysis showed significant reductions in endotracheal CRAB colonization per 1,000 ventilator days (ie, change in level) and both carbapenem and colistin use (changes in both level and slope) (P < .001). CONCLUSIONS Interventions featuring environmental cleaning and use of HMEs led to a sustainable reduction of CRAB colonization coupled with a reduction in broad-spectrum antimicrobial use in the NICU.
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17
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Ericson JE, McGuire J, Michaels MG, Schwarz A, Frenck R, Deville JG, Agarwal S, Bressler AM, Gao J, Spears T, Benjamin DK, Smith PB, Bradley JS, on behalf of the Best Pharmaceuticals for Children Act – Pediatric Trials Network Steering Committee and the Clinical Trials Transformation Initiative. Hospital-acquired Pneumonia and Ventilator-associated Pneumonia in Children: A Prospective Natural History and Case-Control Study. Pediatr Infect Dis J 2020; 39:658-664. [PMID: 32150005 PMCID: PMC8293907 DOI: 10.1097/inf.0000000000002642] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND Clinical trials for antibiotics designed to treat hospital-acquired and ventilator-associated bacterial pneumonias (HABP/VABP) are hampered by making these diagnoses in a way that is acceptable to the United States Food and Drug Administration and consistent with standards of care. We examined laboratory and clinical features that might improve pediatric HABP/VABP trial efficiency by identifying risk factors predisposing children to HABP/VABP and describing the epidemiology of pediatric HABP/VABP. METHODS We prospectively reviewed the electronic medical records of patients <18 years of age admitted to intensive and intermediate care units (ICUs) if they received qualifying respiratory support or were started on antibiotics for a lower respiratory tract infection or undifferentiated sepsis. Subjects were followed until HABP/VABP was diagnosed or they were discharged from the ICU. Clinical, laboratory and imaging data were abstracted using structured chart review. We calculated HABP/VABP incidence and used a stepwise backward selection multivariable model to identify risk factors associated with development of HABP/VABP. RESULTS A total of 862 neonates, infants and children were evaluated for development of HABP/VABP; 10% (82/800) of those receiving respiratory support and 12% (103/862) overall developed HABP/VABP. Increasing age, shorter height/length, longer ICU length of stay, aspiration risk, blood product transfusion in the prior 7 days and frequent suctioning were associated with increased odds of HABP/VABP. The use of noninvasive ventilation and gastric acid suppression were both associated with decreased odds of HABP/VABP. CONCLUSIONS Food and Drug Administration-defined HABP/VABP occurred in 10%-12% of pediatric patients admitted to ICUs. Risk factors vary by age group.
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Affiliation(s)
| | | | | | - Adam Schwarz
- Children’s Hospital of Orange County, Orange, CA, USA
| | - Robert Frenck
- Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | | | | | | | - Jamie Gao
- Duke Clinical Research Institute, Durham, NC, USA
| | - Tracy Spears
- Duke Clinical Research Institute, Durham, NC, USA
| | - Daniel K. Benjamin
- Duke Clinical Research Institute, Durham, NC, USA
- Duke University Medical Center, Durham, NC USA
| | - P. Brian Smith
- Duke Clinical Research Institute, Durham, NC, USA
- Duke University Medical Center, Durham, NC USA
| | - John S. Bradley
- University of California, San Diego School of Medicine and Rady Children’s Hospital San Diego, San Diego, CA USA
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18
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Dell'Orto V, Raschetti R, Centorrino R, Montane A, Tissieres P, Yousef N, De Luca D. Short- and long-term respiratory outcomes in neonates with ventilator-associated pneumonia. Pediatr Pulmonol 2019; 54:1982-1988. [PMID: 31456358 DOI: 10.1002/ppul.24487] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 08/09/2019] [Indexed: 11/08/2022]
Abstract
BACKGROUND AND OBJECTIVE Ventilator-associated pneumonia (VAP) is a common nosocomial infection in critical care settings and might have important long-term consequences in neonates. Our aim is to clarify the short- and long-term respiratory outcomes of neonates affected by VAP. METHODS Prospective, population-based, cohort study with 12 months follow-up based on clinical examinations and diary-based respiratory morbidity score, conducted in an academic tertiary referral neonatal unit with dedicated follow-up program. RESULTS A total of 199 inborn neonates consecutively ventilated for at least 48 hours were eligible for the study. One hundred fifty-one were finally enrolled and classified as "exposed" or "unexposed" to VAP, if they fulfilled (or not) VAP criteria once during their stay. Bronchopulmonary dysplasia (BPD) incidence was significantly higher in exposed (75%) than in unexposed babies (26.8%; relative risk [RR]: 2.8 [1.9-4.0]; Adj RR: 3.5 [1.002-12.7]; P = .049; number needed to harm = 2.07), although the composite BPD/mortality did not differ. Exposed patients showed longer intensive care unit stay (87 [43-116] vs 14 [8-52] days; St.β = 0.24; P < .0001) and duration of ventilation (15 [10-25] vs 5 [4-8] days; St.β = 0.29; P < .0001) than unexposed neonates. Exposed patients also showed less ventilator-free days (11 [5-17.7] vs 22 [14-24] days; St.β = -0.15; P = .05) compared to unexposed. Respiratory infections, use of drugs, rehospitalization for respiratory reasons, home oxygen therapy, their composite outcome, and diary-based clinical respiratory morbidity score were similar between the cohorts. CONCLUSION Neonatal VAP seems associated to higher incidence of BPD, longer ventilation, and intensive care stay but it does not affect long-term respiratory morbidity.
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Affiliation(s)
- Valentina Dell'Orto
- Division of Pediatrics and Neonatal Critical Care, Medical Center "A.Béclère", South Paris University Hospitals, APHP, Paris, France
| | - Roberto Raschetti
- Division of Pediatrics and Neonatal Critical Care, Medical Center "A.Béclère", South Paris University Hospitals, APHP, Paris, France
| | - Roberta Centorrino
- Division of Pediatrics and Neonatal Critical Care, Medical Center "A.Béclère", South Paris University Hospitals, APHP, Paris, France
| | - Amelie Montane
- Division of Pediatrics and Neonatal Critical Care, Medical Center "A.Béclère", South Paris University Hospitals, APHP, Paris, France
| | - Pierre Tissieres
- Institute for Integrative Biology (I2BC), South Paris-Saclay University, Orsay, France
| | - Nadya Yousef
- Division of Pediatrics and Neonatal Critical Care, Medical Center "A.Béclère", South Paris University Hospitals, APHP, Paris, France
| | - Daniele De Luca
- Division of Pediatrics and Neonatal Critical Care, Medical Center "A.Béclère", South Paris University Hospitals, APHP, Paris, France.,Physiopathology and Therapeutic Innovation Unit-U999, South Paris-Saclay University, Paris, France
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19
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Wu D, Wu C, Zhang S, Zhong Y. Risk Factors of Ventilator-Associated Pneumonia in Critically III Patients. Front Pharmacol 2019; 10:482. [PMID: 31143118 PMCID: PMC6521332 DOI: 10.3389/fphar.2019.00482] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 04/16/2019] [Indexed: 12/29/2022] Open
Abstract
Ventilator-associated pneumonia (VAP), a hospital acquired pneumonia that occurs more than 48 h after mechanical ventilation, is a common complication of mechanical ventilation with a high mortality rate. VAP can cause patients to have difficulty weaning off the ventilator and to stay in the hospital longer, which results in a huge financial burden to patients and a huge demand for medical resources. Several strategies, such as drugs including chlorhexidine, β-lactam antibiotics and probiotics, have been used to prevent VAP in clinic. The incidence and the mortality rate of VAP have been decreased with the development of preventative strategies in the past decades, but VAP remains one of the most common causes of nosocomial infections and death in the intensive care unit. Current challenges in the management of VAP involved the lack of a gold standard for diagnosis, the absence of effective preventative strategies, and the rise in antibiotic resistance. Therefore, in order to reduce the incidence of VAP and improve the outcome of patients with mechanical ventilation, it is necessary to clarify the risk factors of VAP for clinical prevention and control of VAP. This paper reviews the international risk factors of VAP occurrence reported in recent years, including patient characteristics, increased mechanical ventilation time and prolonged length of hospital stay, disorders of consciousness, burns, comorbidities, prior antibiotic therapy, invasive operations, gene polymorphisms, and mentions the corresponding preventive measures. Each factor is not only an independent risk factor of VAP, but also has an influence on each other. A better understanding of risk factors for VAP is helpful for predicting the occurrence of VAP, improving the prevention and control of VAP, and reducing the morbidity and mortality rates of patients with VAP.
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Affiliation(s)
- Diling Wu
- ICU Center, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Chenfang Wu
- ICU Center, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Siye Zhang
- ICU Center, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yanjun Zhong
- ICU Center, The Second Xiangya Hospital, Central South University, Changsha, China
- Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
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20
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Thatrimontrichai A. Review article: Neonatal Sepsis in Thailand. FOLIA MEDICA INDONESIANA 2018. [DOI: 10.20473/fmi.v54i4.10719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Neonatal sepsis is a burden around the world and causes high mortality and morbidity as well. Long-term neurodevelopmental disability may occur in survivors. General physicians, pediatricians, and neonatologists need be attentive to the proper diagnosis, starting, de-escalating or stopping empirical antimicrobials therapy in neonatal sepsis. Furthermore, multidrug resistant organisms have emerged among adults, children, and neonates in developing countries. Local epidemiology studies and antimicrobial stewardship programs are important for application of the best and specific treatments. Knowledge, definitions, and clinical practice of neonatal sepsis are updated in this review.
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21
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Goerens A, Lehnick D, Büttcher M, Daetwyler K, Fontana M, Genet P, Lurà M, Morgillo D, Pilgrim S, Schwendener-Scholl K, Regamey N, Neuhaus TJ, Stocker M. Neonatal Ventilator Associated Pneumonia: A Quality Improvement Initiative Focusing on Antimicrobial Stewardship. Front Pediatr 2018; 6:262. [PMID: 30320046 PMCID: PMC6165906 DOI: 10.3389/fped.2018.00262] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 09/03/2018] [Indexed: 12/24/2022] Open
Abstract
Background and Aims: Neonatal ventilator associated pneumonia (VAP) is a common nosocomial infection and a frequent reason for empirical antibiotic therapy in NICUs. Nonetheless, there is no international consensus regarding diagnostic criteria and management. In a first step, we analyzed the used diagnostic criteria, risk factors and therapeutic management of neonatal VAP by a literature review. In a second step, we aimed to compare suspected vs. confirmed neonatal VAP episodes in our unit according to different published criteria and to analyze interrater-reliability of chest x-rays. Additionally, we aimed to evaluate the development of VAP incidence and antibiotic use after implementation of multifaceted quality improvement changes regarding antimicrobial stewardship and infection control (VAP-prevention-bundle, early-extubation policy, antimicrobial stewardship rounds). Methods: Neonates until 44 weeks of gestation with suspected VAP, hospitalized at our level-III NICU in Lucerne from September 2014 to December 2017 were enrolled. VAP episodes were analyzed according to 4 diagnostic frameworks. Agreement regarding chest x-ray interpretation done by 10 senior physicians was assessed. Annual incidence of suspected and confirmed neonatal VAP episodes and antibiotic days were calculated and compared for the years 2015, 2016, and 2017. Results: 17 studies were identified in our literature review. Overall, CDC-guidelines or similar criteria, requesting radiographic changes as main criteria, are mostly used. Comparison of suspected vs. confirmed neonatal VAP episodes showed a great variance (20.4 vs. 4.5/1,000 ventilator-days). The interrater-reliability of x-ray interpretation was poor (intra-class correlation 0.25). Implemented changes resulted in a gradual decline in annual VAP incidence and antibiotic days from 2015 compared with 2017 (28.8 vs. 7.4 suspected episodes/1,000 ventilator-days, 5.5 vs. 0 confirmed episodes/1,000 ventilator-days and 211 vs. 34.7 antibiotic days/1,000 ventilation-days, respectively). Conclusion: The incidence of suspected VAP and concomitant antibiotic use is much higher than for confirmed VAP, therefore inclusion of suspected episodes should be considered for accurate evaluation. There is a high diagnostic inconsistency and a low reliability of interpretation of chest x-rays regarding VAP. Implementation of combined antimicrobial stewardship and infection control measures may lead to an effective decrease in VAP incidence and antibiotic use.
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Affiliation(s)
- Anouk Goerens
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Dirk Lehnick
- Clinical Trial Unit, University of Lucerne, Lucerne, Switzerland
| | - Michael Büttcher
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Infectious Diseases Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Karin Daetwyler
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric and Neonatal Intensive Care Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Matteo Fontana
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric and Neonatal Intensive Care Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Petra Genet
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric and Neonatal Intensive Care Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Marco Lurà
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric Pulmonology Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Davide Morgillo
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric and Neonatal Intensive Care Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Sina Pilgrim
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric and Neonatal Intensive Care Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Katharina Schwendener-Scholl
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric and Neonatal Intensive Care Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Nicolas Regamey
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric Pulmonology Unit, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Thomas J Neuhaus
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland
| | - Martin Stocker
- Department of Pediatrics, Children's Hospital Lucerne, Lucerne, Switzerland.,Pediatric and Neonatal Intensive Care Unit, Children's Hospital Lucerne, Lucerne, Switzerland
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