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Chen L, Li J, Tian F, Tang H, Chen Z, Xue C, Hao M, Xue J. A simple nomogram for predicting aspiration associated with dysphagia in hospitalized patients after stroke. Neurol Sci 2024; 45:2729-2736. [PMID: 38233596 DOI: 10.1007/s10072-024-07312-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 01/06/2024] [Indexed: 01/19/2024]
Abstract
BACKGROUND Aspiration is a common complication of poststroke dysphagia (PSD) and is associated with poor prognosis and mortality. There is no uniform criterion for determining aspiration associated with dysphagia. The aim of this study was to identify early predictors of aspiration, leading to the development of a simple nomogram for identifying aspiration risk associated with dysphagia in hospitalized patients after stroke. METHODS Demographic information and clinical characteristics of 330 patients with PSD in the training cohort were utilized to develop a nomogram. The LASSO regression method was used to screen variables, and logistic regression was used to construct the nomogram. Internal validation was performed with bootstrap in the training cohort, and external validation was performed in the validation cohort of another 82 patients. The area under the curve (AUC), calibration curves, and decision curve analysis (DCA) were used to evaluate the performance of the nomogram. RESULTS Seven variables were selected based on LASSO and multivariate logistic regression. The AUC of the nomogram was 0.834 (95% CI, 0.790-0.878) in the training cohort, 0.806 (95% CI, 0.791-0.880) in the internal validation cohort, and 0.882 (95% CI, 0.810-0.954) in the external validation cohort, which indicated that the model had good discrimination. The calibration and DCA curves showed that the nomogram had good accuracy and clinical utility. CONCLUSIONS In this study, we established a nomogram that can be used to identify the risk of aspiration associated with dysphagia after stroke, and patients may benefit from early screening and preventive care.
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Affiliation(s)
- Lihua Chen
- Department of Nursing, Guizhou Provincial People's Hospital, 83 East Zhongshan Road, Guiyang City, Guizhou, China
- School of Nursing, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, China
| | - Juan Li
- Department of Nursing, Guizhou Provincial People's Hospital, 83 East Zhongshan Road, Guiyang City, Guizhou, China.
| | - Fang Tian
- Department of Neurology, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Huan Tang
- School of Nursing, Zunyi Medical University, Zunyi, Guizhou, China
| | - Zuoxiu Chen
- Department of Nursing, Guizhou Provincial People's Hospital, 83 East Zhongshan Road, Guiyang City, Guizhou, China
| | - Chao Xue
- School of Nursing, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, China
| | - Mingqing Hao
- Department of Endoscopy, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Juan Xue
- School of Nursing, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, China
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Early pneumonia diagnosis decreases ventilator-associated pneumonia rates in trauma population. J Trauma Acute Care Surg 2023; 94:30-35. [PMID: 36245076 DOI: 10.1097/ta.0000000000003808] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is a source of morbidity and mortality for trauma patients. Aspiration events are also common because of traumatic brain injury, altered mental status, or facial trauma. In patients requiring mechanical ventilation, early pneumonias (EPs) may be erroneously classified as ventilator associated. METHODS A prospective early bronchoscopy protocol was implemented from January 2020 to January 2022. Trauma patients intubated before arrival or within 48 hours of admission underwent bronchoalveolar lavage (BAL) within 24 hours of intubation. Patients with more than 100,000 colony-forming units on BAL were considered to have EP. RESULTS A total of 117 patients underwent early BAL. Ninety-three (79.5%) had some growth on BAL with 36 (30.8%) meeting criteria for EP. For the total study population, 29 patients (24.8%) were diagnosed with VAP later in their hospital course, 12 of which had previously been diagnosed with EP. Of EP patients (n = 36), 21 (58.3%) were treated with antibiotics based on clinical signs of infection. Of EP patients who had a later pneumonia diagnosed by BAL (n = 12), seven (58.3%) grew the same organism from their initial BAL. When these patients were excluded from VAP calculation, the rate was reduced by 27.6%. Patients with EP had a higher rate of smoking history (41.7% vs. 19.8%, p < 0.001) compared with patients without EP. There was no difference in median hospital length of stay, intensive care unit length of stay, ventilator days, or mortality between the two cohorts. CONCLUSION Early pneumonia is common in trauma patients intubated within the first 48 hours of admission and screening with early BAL identifies patients with aspiration or pretraumatic indicators of pneumonia. Accounting for these patients with early BAL significantly reduces reported VAP rates. LEVEL OF EVIDENCE Therapeutic/Care Management; Level IV.
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Orso D, Vetrugno L, Federici N, D'Andrea N, Bove T. Endotracheal intubation to reduce aspiration events in acutely comatose patients: a systematic review. Scand J Trauma Resusc Emerg Med 2020; 28:116. [PMID: 33303004 PMCID: PMC7726605 DOI: 10.1186/s13049-020-00814-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Accepted: 11/24/2020] [Indexed: 01/08/2023] Open
Abstract
Background It is customary to believe that a patient with a Glasgow Coma Scale (GCS) score less than or equal to 8 should be intubated to avoid aspiration. We conducted a systematic review to establish if patients with GCS ≤ 8 for trauma or non-traumatic emergencies and treated in the acute care setting (e.g., Emergency Department or Pre-hospital environment) should be intubated to avoid aspiration or aspiration pneumonia/pneumonitis, and consequently, reduce mortality. Methods We searched six databases, Pubmed, Embase, Scopus, SpringerLink, Cochrane Library, and Ovid Emcare, from April 15th to October 14th, 2020, for studies involving low GCS score patients of whom the risk of aspiration and related complications was assessed. Results Thirteen studies were included in the final analysis (7 on non-traumatic population, 4 on trauma population, 1 pediatric and 1 adult mixed case studies). For the non-traumatic cases, two prospective studies and one retrospective study found no difference in aspiration risk between intubated and non-intubated patients. Two retrospective studies reported a reduction in the risk of aspiration in the intubated patient group. For traumatic cases, the study that considered the risk of aspiration did not show any differences between the two groups. A study on adult mixed cases found no difference in the incidence of aspiration among intubated and non-intubated patients. A study on pediatric patients found increased mortality for intubated versus non-intubated non-traumatic patients with a low GCS score. Conclusion Whether intubation results in a reduction in the incidence of aspiration events and whether these are more frequent in patients with low GCS scores are not yet established. The paucity of evidence on this topic makes clinical trials justifiable and necessary. Trial registration Prospero registration number: CRD42020136987. Supplementary Information The online version contains supplementary material available at 10.1186/s13049-020-00814-w.
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Affiliation(s)
- Daniele Orso
- Department of Medicine, University of Udine, P.le S. Maria della Misericordia 15, 33100, Udine, Italy
| | - Luigi Vetrugno
- Department of Medicine, University of Udine, P.le S. Maria della Misericordia 15, 33100, Udine, Italy. .,Department of Anesthesia and Intensive Care Medicine, ASUFC University Hospital "Santa Maria della Misericordia" of Udine, Udine, Italy.
| | - Nicola Federici
- Department of Medicine, University of Udine, P.le S. Maria della Misericordia 15, 33100, Udine, Italy
| | - Natascia D'Andrea
- Department of Medicine, University of Udine, P.le S. Maria della Misericordia 15, 33100, Udine, Italy
| | - Tiziana Bove
- Department of Medicine, University of Udine, P.le S. Maria della Misericordia 15, 33100, Udine, Italy.,Department of Anesthesia and Intensive Care Medicine, ASUFC University Hospital "Santa Maria della Misericordia" of Udine, Udine, Italy
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Gravesteijn BY, Sewalt CA, Nieboer D, Menon DK, Maas A, Lecky F, Klimek M, Lingsma HF. Tracheal intubation in traumatic brain injury: a multicentre prospective observational study. Br J Anaesth 2020; 125:505-517. [PMID: 32747075 PMCID: PMC7565908 DOI: 10.1016/j.bja.2020.05.067] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 05/22/2020] [Accepted: 05/28/2020] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND We aimed to study the associations between pre- and in-hospital tracheal intubation and outcomes in traumatic brain injury (TBI), and whether the association varied according to injury severity. METHODS Data from the international prospective pan-European cohort study, Collaborative European NeuroTrauma Effectiveness Research for TBI (CENTER-TBI), were used (n=4509). For prehospital intubation, we excluded self-presenters. For in-hospital intubation, patients whose tracheas were intubated on-scene were excluded. The association between intubation and outcome was analysed with ordinal regression with adjustment for the International Mission for Prognosis and Analysis of Clinical Trials in TBI variables and extracranial injury. We assessed whether the effect of intubation varied by injury severity by testing the added value of an interaction term with likelihood ratio tests. RESULTS In the prehospital analysis, 890/3736 (24%) patients had their tracheas intubated at scene. In the in-hospital analysis, 460/2930 (16%) patients had their tracheas intubated in the emergency department. There was no adjusted overall effect on functional outcome of prehospital intubation (odds ratio=1.01; 95% confidence interval, 0.79-1.28; P=0.96), and the adjusted overall effect of in-hospital intubation was not significant (odds ratio=0.86; 95% confidence interval, 0.65-1.13; P=0.28). However, prehospital intubation was associated with better functional outcome in patients with higher thorax and abdominal Abbreviated Injury Scale scores (P=0.009 and P=0.02, respectively), whereas in-hospital intubation was associated with better outcome in patients with lower Glasgow Coma Scale scores (P=0.01): in-hospital intubation was associated with better functional outcome in patients with Glasgow Coma Scale scores of 10 or lower. CONCLUSION The benefits and harms of tracheal intubation should be carefully evaluated in patients with TBI to optimise benefit. This study suggests that extracranial injury should influence the decision in the prehospital setting, and level of consciousness in the in-hospital setting. CLINICAL TRIAL REGISTRATION NCT02210221.
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Affiliation(s)
- Benjamin Yael Gravesteijn
- Department of Anaesthesiology, Erasmus University Medical Centre, Rotterdam, the Netherlands; Department of Public Health, Erasmus University Medical Centre, Rotterdam, the Netherlands.
| | - Charlie Aletta Sewalt
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Daan Nieboer
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | | | - Andrew Maas
- Department of Neurosurgery, University Hospital Antwerp, Antwerp, Belgium
| | - Fiona Lecky
- Emergency Medicine Research in Sheffield (EMRiS), School of Health and Related Research (ScHARR), Faculty of Medicine, Dentistry and Health, University of Sheffield, Sheffield, UK
| | - Markus Klimek
- Department of Anaesthesiology, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Hester Floor Lingsma
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, the Netherlands
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Heo GJ, Lee J, Choi WS, Hyun SY, Cho JS. Analysis of Aspiration Risk Factors in Severe Trauma Patients: Based on Findings of Aspiration Lung Disease in Chest Computed Tomography. JOURNAL OF TRAUMA AND INJURY 2020. [DOI: 10.20408/jti.2020.0003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
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Barmparas G, Harada MY, Ko A, Dhillon NK, Smith EJT, Li T, Mohseni S, Ley EJ. The Effect of Early Positive Cultures on Mortality in Ventilated Trauma Patients. Surg Infect (Larchmt) 2018; 19:410-416. [PMID: 29608419 DOI: 10.1089/sur.2017.268] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The purpose was to examine the incidence of positive cultures in a highly susceptible subset of trauma patients admitted to the surgical intensive care unit (SICU) for mechanical ventilation and to examine the impact of their timing on outcomes. PATIENTS AND METHODS A retrospective review was conducted of blunt trauma patients admitted to the SICU for mechanical ventilation at a level I trauma center over a five-year period. All urine, blood, and sputum cultures were abstracted. Patients with at least one positive culture were compared with those with negative or no cultures. The primary outcome was mortality. A Cox regression model with a time-dependent variable was utilized to calculate the adjusted hazard ratio (AHR). RESULTS The median age of 635 patients meeting inclusion criteria was 46 and 74.2% were male. A total of 298 patients (46.9%) had at least one positive culture, with 28.9% occurring within two days of admission. Patients with positive cultures were more likely to be severely injured with an injury severity score (ISS) ≥16 (68.5% vs. 45.1%, p < 0.001). Overall mortality was 22%. Patients who had their first positive culture within two and three days from admission had a significantly higher AHR for mortality (AHR: 14.46, p < 0.001 and AHR: 10.59, p = 0.028, respectively) compared to patients with a positive culture at day six or later. CONCLUSIONS Early positive cultures are common among trauma patients requiring mechanical ventilation and are associated with higher mortality. Early identification with "damage control cultures" obtained on admission to aid with early targeted treatment might be justified.
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Affiliation(s)
- Galinos Barmparas
- 1 Cedars-Sinai Medical Center , Department of Surgery, Division of Acute Care Surgery and Surgical Critical Care, Los Angeles, California
| | - Megan Y Harada
- 1 Cedars-Sinai Medical Center , Department of Surgery, Division of Acute Care Surgery and Surgical Critical Care, Los Angeles, California
| | - Ara Ko
- 1 Cedars-Sinai Medical Center , Department of Surgery, Division of Acute Care Surgery and Surgical Critical Care, Los Angeles, California
| | - Navpreet K Dhillon
- 1 Cedars-Sinai Medical Center , Department of Surgery, Division of Acute Care Surgery and Surgical Critical Care, Los Angeles, California
| | - Eric J T Smith
- 1 Cedars-Sinai Medical Center , Department of Surgery, Division of Acute Care Surgery and Surgical Critical Care, Los Angeles, California
| | - Tong Li
- 1 Cedars-Sinai Medical Center , Department of Surgery, Division of Acute Care Surgery and Surgical Critical Care, Los Angeles, California
| | - Shahin Mohseni
- 2 Orebro University Hospital , Department of Surgery, Division of Trauma and Emergency Surgery, Orebro, Sweden
| | - Eric J Ley
- 1 Cedars-Sinai Medical Center , Department of Surgery, Division of Acute Care Surgery and Surgical Critical Care, Los Angeles, California
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Ho SW, Teng YH, Yang SF, Yeh HW, Wang YH, Chou MC, Yeh CB. Risk of pneumonia in patients with isolated minor rib fractures: a nationwide cohort study. BMJ Open 2017; 7:e013029. [PMID: 28087547 PMCID: PMC5253567 DOI: 10.1136/bmjopen-2016-013029] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
OBJECTIVES Isolated minor rib fractures (IMRFs) after blunt chest traumas are commonly observed in emergency departments. However, the relationship between IMRFs and subsequent pneumonia remains controversial. This nationwide cohort study investigated the association between IMRFs and the risk of pneumonia in patients with blunt chest traumas. DESIGN Nationwide population-based cohort study. SETTING Patients with IMRFs were identified between 2010 and 2011 from the Taiwan National Health Insurance Research Database. PARTICIPANTS Non-traumatic patients were matched through 1:8 propensity-score matching according to age, sex, and comorbidities (namely diabetes, hypertension, cardiovascular disease, asthma and chronic obstructive pulmonary disease (COPD)) with the comparison cohort. We estimated the adjusted HRs (aHRs) by using the Cox proportional hazard model. A total of 709 patients with IMRFs and 5672 non-traumatic patients were included. MAIN OUTCOME MEASURE The primary end point was the occurrence of pneumonia within 30 days. RESULTS The incidence of pneumonia following IMRFs was 1.6% (11/709). The aHR for the risk of pneumonia after IMRFs was 8.94 (95% CI=3.79 to 21.09, p<0.001). Furthermore, old age (≥65 years; aHR=5.60, 95% CI 1.97 to 15.89, p<0.001) and COPD (aHR=5.41, 95% CI 1.02 to 3.59, p<0.001) were risk factors for pneumonia following IMRFs. In the IMRF group, presence of single or two isolated rib fractures was associated with an increased risk of pneumonia with aHRs of 3.97 (95% CI 1.09 to 14.44, p<0.001) and 17.13 (95% CI 6.66 to 44.04, p<0.001), respectively. CONCLUSIONS Although the incidence of pneumonia following IMRFs is low, patients with two isolated rib fractures were particularly susceptible to pneumonia. Physicians should focus on this complication, particularly in elderly patients and those with COPD.
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Affiliation(s)
- Sai-Wai Ho
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Emergency Medicine, School of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Emergency Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Ying-Hock Teng
- Department of Emergency Medicine, School of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Emergency Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Shun-Fa Yang
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Han-Wei Yeh
- School of Medicine, Chang Gung University, Taoyuan City, Taiwan
| | - Yu-Hsun Wang
- Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Ming-Chih Chou
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Surgery, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Chao-Bin Yeh
- Department of Emergency Medicine, School of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Emergency Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
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