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Article

Predictive Factors of Ventilatory Support in Chest Trauma

1
General Surgery-Trauma Team, Niguarda Hospital, 20162 Milan, Italy
2
Division of General Surgery, Department of Translational Medicine, Maggiore della Carità Hospital, University of Eastern Piedmont, 28100 Novara, Italy
3
Department of Pathophysiology and Transplants-State, University of Milan-General Surgery-Trauma Team, Niguarda Hospital, 20162 Milan, Italy
*
Authors to whom correspondence should be addressed.
Life 2021, 11(11), 1154; https://doi.org/10.3390/life11111154
Submission received: 17 September 2021 / Revised: 13 October 2021 / Accepted: 26 October 2021 / Published: 29 October 2021
(This article belongs to the Topic Advances in Trauma Pathophysiology)

Abstract

:
This study aims to define possible predictors of the need of invasive and non-invasive ventilatory support, in addition to predictors of mortality in patients with severe thoracic trauma. Data from 832 patients admitted to our trauma center were collected from 2010 to 2017 and retrospectively analyzed. Demographic data, type of respiratory assistance, chest injuries, trauma scores and outcome were considered. Univariate analysis was performed, and binary logistic regression was applied to significant data. The injury severity score (ISS) and the revised trauma score (RTS) were both found to be predictive factors for invasive ventilation. Multivariate analysis of the anatomical injuries revealed that the association of high-severity thoracic injuries with trauma in other districts is an indicator of the need for orotracheal intubation. From the analysis of physiological parameters, values of systolic blood pressure, lactate, and Glasgow coma scale (GCS) score indicate the need for invasive ventilatory support. Predictive factors for non-invasive ventilation include: RTS, ISS, number of rib fractures and presence of hemothorax. Risk factors for death were: age over 65, the presence of bilateral rib fractures, pulmonary contusion, hemothorax and associated head trauma. In conclusion, the need for invasive ventilatory support in thoracic trauma is associated to the patient’s systemic severity. Non-invasive ventilation is a supportive treatment indicated in physiologically stable patients regardless of the severity of thoracic injury.

Graphical Abstract

1. Introduction

Trauma represents one of the most important causes of mortality and morbidity worldwide [1,2]. Chest trauma represents the third cause of death in 20–40% patients with multisystemic trauma, following head and spinal injuries [3,4]. Rib fractures, pneumothorax, flail chest and pulmonary contusion are the most common injuries caused by thoracic trauma [5]. After a chest trauma, the lungs are compromised by direct parenchymal damage and systemic activation of inflammatory system that causes dysfunction of the alveolar-capillary barrier. As a consequence of these alterations hemorrhage, extravasation of fluid from the vascular bed and pulmonary destruction occur. These events associated with increased alveolar secretions and airways colonization promote alveolar collapse, ventilation-perfusion shunt, consolidation, and pneumonia, all leading to hypoxemia and acute respiratory disease [6,7]. These complications are associated with the development of acute lung failure in up to 20% patients with thoracic trauma [4].
Therefore, ventilation plays a main role in the treatment of patients with thoracic trauma to prevent the onset of the abovementioned complications. Nowadays, there are no guidelines regarding the use of invasive and non-invasive ventilation in trauma patients although the application of these interventions is increasing in the clinical practice [8]. The aim of this study is to define the predictive indicators of the need for ventilatory support in patients with thoracic trauma.

2. Materials and Methods

Data about all patients with thoracic trauma admitted to the Niguarda Trauma Center from October 2010 until November 2017 were extracted from our Trauma Registry and retrospectively analyzed. The Trauma Registry is constantly and prospectively updated by a Trauma Team consultant, and annually revised by the Head of Department.
Demographic data, abbreviated injury scale (AIS, 1998 version) of each anatomic region, injury severity score (ISS), revised trauma score (RTS), the probability of survival (PS) obtained from the TRISS system (trauma and injury severity score), length of hospitalization (LOS) and outcome were evaluated. Subsequently, the American Society of Anesthesiologists (ASA) physical status classification was chosen to summarize comorbidities in an ordinal way. Rib fractures were divided into five groups in order to stratify the chest trauma severity: less than two fractured ribs, between three and five, higher or equal to six, fractures involving the first and/or second ribs and bilateral rib fractures. Any further injuries to the chest were included: heart or major vessel injuries, pneumothorax, hemothorax, hemopneumothorax, pulmonary contusion, fracture of the scapula, clavicle or sternum and pleural effusion.
Patients were divided into groups based on the type of ventilation to which they were subjected: spontaneous breathing, invasive ventilation, non-invasive ventilation. Patients were also divided into two groups based on the outcome: deceased or survived.
Retrieved data were recorded in a computerized spreadsheet (Microsoft Excel 2016; Microsoft Corporation, Red Mond, WA, USA) and analyzed with statistical software (IBM Corp., released 2020, IBM SPSS Statistics for Windows, version 27.0; Armonk, NY, USA, IBM Corp.).
The distribution of the sample was evaluated with the Kolmogorov–Smirnov and Shapiro–Wilk tests resulting in a non-normal distribution for any of the variables examined. Categorical variables were compared using Pearson′s Chi-square test or Fisher′s test for small samples, numerical variables were studied by comparing medians and the Mann–Whitney test. A p-value ≤ 0.05 was considered statistically significant for all tests.
Multivariate analysis was used to provide odds ratio with a 95% confidence interval for the individual variables, identifying possible predictors of intubation, non-invasive ventilation, and mortality. Different multivariate regression models were built: one for invasive ventilation, one for non-invasive ventilation and one for mortality. Subsequently, for the invasive treatment group, two further models were constructed, one exclusively for anatomical injuries and one for physiological alterations.
The Trauma Registry of the Trauma Center of the Niguarda Hospital in Milan was formerly approved for scientific purposed by the Niguarda Milano Area Three Ethics Committee (Record Number 534-102018). Given the retrospective nature of the study, no specific approval from the ethics review committee was required.

3. Results

The study included 832 patients who arrived at the Trauma Center of the Niguarda Hospital in Milan; 653 were male (78.50%) and 179 were female (21.51%). The age of the patients had a median of 49 years (IQR1 = 38, IQR3 = 62). The age groups were divided according to the previous and most recent WHO classification with a threshold of 65 and 75 years respectively: 181patients were over 65 (21.7%) and 94 over 75 (11.3%).
The ASA scale was considered in this study for the evaluation of comorbidities; 508 patients (60.90%) had an ASA score of one, 266 (31.90%) had an ASA score of two, 55 (6.60%) had an ASA score of three, finally 2 (0.20%) patients had an ASA score of four.
The dynamics of the trauma were classified into nine different categories: motorcycle accident involving 256 patients (30.70%), precipitation involving 189 patients (22.70%), car accident involving 161 patients (19.30%), pedestrian hit involving 121 patients (14.50%), bicycle accident involving 57 patients (6.80%), crushing involving six patients (0.70%), stab wounds involving only one patient (0.10%), gunshot wounds involving only one patient (0.10%). For 42 patients, it was not possible to trace the mechanism of the trauma.
The pre-hospital data were analyzed: RTS had a median of 12 (IQR1 = 11, IQR3 = 12), oxygen saturation a median of 98% (IQR1 = 95, IQR3 = 99), the GCS a median of 15 (IQR = 13, IQR = 15). Among the data collected in the emergency room: RTS had a median of 12 (IQR1 = 4, IQR = 12), oxygen saturation a median of 99% (IQR1 = 96, IQR3 = 100), the GCS (IQR1 = 3, IQR3 = 15) a median of 15 and systolic blood pressure a median of 130 mmHg (IQR1 = 110, IQR3 = 145).
Regarding the blood tests performed, lactate values presented a median of 2.4 (IQR1 = 1.64, IQR3 = 3.5), base excess (BE) values a median of −2.4 (IQR1 = −5.25, IQR3 = 0.4) and the test for ethanolemia was positive for 102 patients (12.20%).
Considering imaging used in the emergency room, 188 patients (22.50%) had tested positive for chest injuries on E-FAST 691 patients (82.90%) were evaluated by chest X-ray and 732 patients (87.80%) by torso CT.
Twenty-eight patients (3.40%) underwent decompressive mini-thoracotomy, 115 patients (13.80%) underwent right chest tube thoracostomy placement and 118 (14.10%) left chest tube thoracostomy. Finally, 312 patients (37.40%) required emergency surgery.
Among the injuries found; the median number of rib fractures was four (IQR1 = 2, IQR3 = 7). Patients with less than two fractured ribs were 256 (30.70%), 296 patients (35.50%) had three to five fractured ribs, 280 (33.60%) had more than six fractured ribs. Finally, the patients presenting with fractures at the level of the first and/or the second rib were 322 (38.60%) and 180 (21.60%) presented with bilateral rib fractures. Other injuries found were: injuries to the heart or large vessels of the thorax in 19 patients (2.3%), pneumothorax in 326 patients (39.10%), hemothorax in 42 patients (5%), hemopneumothorax in 84 patients (10.10%), pulmonary contusion in 394 patients (47.20%), scapula, clavicle, or sternum fractures in 134 patients (16.10%) and pleural effusion in 142 patients (17%).
A total of 166 patients (19.90%) had isolated thoracic trauma while 666 (79.90%) had thoracic trauma associated with one or more additional traumas. Three hundred-and-eighty-six patients (46.30%) had an abdominal trauma, 526 (63.10%) head injury and 572 (68.60%) trauma to the extremities.
The different trauma scores were analyzed, in particular the AIS of the chest had a median of three (IQR1 = 3, IQR3 = 4), the AIS of the abdomen a median of two (IQR1 = 2, IQR3 = 3), AIS of the head a median of two (IQR1 = 2, IQR3 = 4), the AIS of the extremities a median of two (IQR1 = 2, IQR3 = 4), the ISS a median of 24 (IQR1 = 14, IQR3 = 36) and the death probability had a median of 4.8 (IQR1 = 1.6, IQR3 = 19).
Finally, 77 (9.20%) patients deceased, 336 (40.30%) underwent orotracheal intubation and 181 (21.70%) treated with non-invasive ventilation. These population data are shown in Table S1 in Supplementary Materials.
The group of patients who underwent invasive ventilation was compared to the control group by statistical univariate analysis (Table 1 and Table 2). From this comparison, numerous statistically significant variables emerged. Oxygen saturation and RTS both detected both in pre-hospital and in the emergency room, BE, lactate values, necessity of decompressive mini-thoracotomy, number of rib fractures, presence of first and/or second rib fractures, bilateral rib fractures, heart or large vessels injuries, pneumothorax, hemothorax, hemopneumothorax, pulmonary contusion, scapula, clavicle or sternum fractures, pleural effusion, ISS and associated traumas in different areas than the chest resulted with a p-value ≤ 0.05 and were analyzed with multivariate regression.
The significant variables were then analyzed with binary logistic regression. Based on the characteristics of the test—that does not allow to include more than a certain number of variables—and to avoid data repetitions it was decided to not incorporate some variables in the analysis. Systolic blood pressure and GCS were excluded as they are already represented within the RTS score since it is calculated by the sum of these parameters. The AIS of chest, abdomen, head, and extremities were not included as they are already represented in the ISS score and defined by the presence of trauma in these locations. Furthermore, it was decided to include only the number of fractured ribs and not differentiate them into groups (rib fractures ≤2, 3–5, ≥6). Finally, the placement of right and left chest tube thoracostomy and the need for surgery were not considered in the analysis since chest tube is often positioned as a function of the need of invasive ventilation support and surgery always requires intubation.
The binary logistic regression (Table 3) showed only two predictive factors of the need for invasive ventilatory support: the value of RTS and ISS. The scores had respective p-values of <0.001 and 0.003 and odd’s ratio (OR) of 1.092 and 0.329 (CI = 95%). It is important to note that the OR of the RTS is correctly lower than one, as the value of this score decreases as the severity of the altered of the parameters increases. Since the two scores describe anatomical and physiological alterations respectively; they were evaluated separately.
The analysis of anatomical injuries revealed as statistically significant data the presence of bilateral rib fractures, hemothorax, hemopneumothorax, pulmonary contusion and the association of thoracic trauma with abdominal, head and extremity trauma. The values are shown in Table 4.
In the multivariate model for the physiological alteration (Table 5), the values of GCS and systolic blood pressure in the emergency room and the lactates values resulted statistically significant, with an OR of 0.366, 0.973 and 1.221 (CI = 95%), respectively. The OR of GCS and blood pressure is lower than one as the values of these parameters decrease as the alterations increase.
Data from the group of patients who underwent non-invasive ventilation was compared to the control group. From this survey, a large number of significant variables were found, shown in Table 6 and Table 7.
Among the findings of several variables with p-value > 0.05 were found: gender, age, ASA scale, oxygen saturation detected in emergency room, blood alcohol test positivity, the presence of heart or large vessels injuries, hemopneumothorax and head trauma.
The significant variables just described were studied with binary logistic regression (Table 8). Some variables were not included for the same reasons as for the multivariate analysis of invasive ventilation group: AIS of chest and head, the stratification of rib fractures (rib fractures ≤2, 3–5, ≥6), GCS and systolic blood pressure.
The outcome of this test revealed as predictors of need of NIMV: the number of fractured ribs, the presence of hemothorax, the values of ISS and RTS. The variables have significant p-values equal to 0.001, 0.040, 0.018 and 0.034 (CI = 95%) respectively; the OR were respectively 1.140, 2.962, 1.029 and 1.224 (CI = 95%).
Finally, it was decided to analyze the possible predictors of mortality in thoracic trauma. In the univariate analysis, numerous variables were found to be significant, represented in Table 9 and Table 10.
From the multivariate analysis (Table 11) the predictive factors for mortality after a chest trauma were: age over 65 years (p-Value < 0.001; OR = 5.146; CI = 95%), the presence of bilateral rib fractures (p-Value = 0.001; OR = 2.952; CI = 95%), hemothorax (p-Value = 0.018; OR = 3.133; CI = 95%) and pulmonary contusion (p-Value = 0.030; OR = 1.858; CI = 95%). Furthermore, the presence of head trauma was particularly significant (p-Value < 0.001; OR = 23.638; CI = 95%).

4. Discussion

From this retrospective analysis of patients admitted at a high-volume trauma center who suffered from thoracic trauma, it was possible to obtain various mortality and morbidity data. The following results emerged from the study:
Thoracic trauma is associated with the need for invasive ventilatory support in 40.30% and for non-invasive ventilatory support in 21.70%.
Patient severity is the main factor indicating the need for orotracheal intubation in thoracic trauma. Specifically, severity represented by the values of the RTS and ISS.
Regarding physiological parameters, modifications in the GCS score, systolic blood pressure and lactate values were predictive factors for the need for invasive ventilatory support.
Regarding anatomical injuries, pulmonary contusion, hemothorax, hemopneumothorax, bilateral rib fractures, the association with thoracic trauma of abdominal, head or extremity trauma were significant predictors for the need for invasive ventilation.
The presence of hemothorax, the increasing number of rib fractures and the ISS were instead predictive factors for the need for non-invasive ventilatory support.
Mortality in these patients was 9.20%. Age over 65, the presence of pulmonary contusion, hemothorax, bilateral rib fractures and head trauma have been shown to be risk factors for death.
The study is consistent with the literature indicating that trauma is a condition that predominantly affects men [9]. From the analysis of the dynamics of the trauma—although not available in all patients—it is possible to attribute to motorcycle accidents the main cause of traumatic events and of thoracic trauma, as reported in the literature [9,10].
The most common injuries detected were rib fractures, pneumothorax, and pulmonary contusion. As described by other studies, head and extremity injuries were the most associated to thoracic trauma [3,4].
Mortality in patients was 9.20%. Especially the age over 65, the presence of pulmonary contusion, hemothorax, bilateral rib fractures and head trauma have been shown to be risk factors for death.
The mortality detected in the group of patients in this study was consistent with that one described in the literature which is 10% [10,11]. As described above, the main risk factors for death were age over 65 years and head injury. These results are not surprising as since advanced age causes stiffening of the rib cage, exposing the patient to more serious injuries. In addition, head trauma is the main cause of death in patients with multisystemic trauma [12].
Thoracic trauma was associated with the need of invasive ventilatory support in 40.30% and of non-invasive ventilatory support in 21.70% of patients.
The severity of the patient was the main factor for orotracheal intubation in thoracic trauma, as supported from other different studies [13]. Specifically, the severity is represented by the values of the RTS and ISS. The ISS and the RTS are two scores that respectively describe the physiological state and the severity of the anatomical injuries.
Regarding physiological parameters, the GCS score, the systolic blood pressure, and lactate values emerged as indicators of need of invasive ventilation support. These parameters are descriptive of the patient′s neurological status and hemodynamic stability, respectively. It is, therefore, possible to conclude that in the presence of an alteration of one of these two physiological functions it is advisable to proceed with orotracheal intubation.
Concerning the severity of injuries, bilateral rib fractures, hemopneumothorax, hemothorax, and pulmonary contusion are high-severity thoracic injuries defined by a AIS of three or four, corresponding to potentially life-threatening injuries. These injuries and the association of trauma in locations other than the thoracic one, are indicators of the need for invasive ventilatory support.
It can be, therefore, concluded that the need for invasive ventilatory support is determined by the patient′s general clinical severity, defined by alterations in physiological parameters and severity of injuries.
Non-invasive ventilation is an important ventilatory support treatment as it is part of the therapy for respiratory failure. However, there are inconsistent guidelines in literature for its use in thoracic trauma, although the safety and the increasing application of NIMV has been assessed in several studies [8,14]. The importance of this treatment is also determined by fewer side effects than compared to invasive ventilation which is associated to higher rates of nosocomial pneumonia and prolonged mechanical ventilation [4,6,15].
This study demonstrated that the presence of hemothorax, the number of fractured ribs and the ISS were predictive factors for the need of non-invasive ventilatory support. Hemothorax and rib fractures are injuries with high risk of complication such as atelectasis and disarrangement in ventilation and gas exchange causing respiratory impairment and respiratory failure [4,16]. For this reason, this study has shown that non-invasive ventilation should be indicated in the presence of these injuries to improve respiratory function and promote proper lung expansion [4,16].
In this case, RTS describes a state of stability from a physiological point of view, thus defining non-invasive ventilatory support as the indicated treatment for physiologically stable subjects.
From these results it can be deduced that unlike invasive treatment, the indications for non-invasive ventilation are determined only by the presence of anatomical injuries and their severity in patients with stable parameters.
In conclusion, this study was aimed at identifying possible indicators of the need for ventilatory support. Considering the wide statistical sample of this study together with the lack of guidelines of ventilatory support in literature we believe this study could be a useful tool for clinicians and which lays the foundations for future prospective investigations.

5. Limitations

This study had some limitations, considering its retrospective nature as well as the inclusion criteria. Since all the patients with thoracic trauma were considered, we do not report selection bias. However, due to the retrospective nature of the study we report an information bias due to the lack of some data. In the future, it would therefore be interesting to perform a prospective study to better characterize the data according to the treatment.

6. Conclusions

Thoracic trauma is associated with the need for invasive ventilatory support rather than with local alterations, due to systemic clinical severity. More specifically, invasive ventilation should be used in all those patients who have hemodynamic instability and an alteration of consciousness. Orotracheal intubation should also be indicated in all those patients who have severe lesions in the chest, associated with trauma in other sites, which can affect normal ventilation predisposing the patient to a risk of hypoxia and therefore major systemic complications.
Finally, non-invasive ventilation is a supportive treatment that should be considered in all those patients who have stable physiological parameters but chest injuries that can compromise normal respiratory dynamics.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/life11111154/s1, Table S1: data population, computer code and software.

Author Contributions

Conceptualization, O.C. and S.C.; methodology, S.F. and E.R.; software, S.F.; validation, S.F., O.C. and S.C.; formal analysis, S.F.; investigation, S.F.; resources, O.C.; data curation, S.F.; writing—original draft preparation, S.F.; writing—review and editing, E.R. and S.C.; visualization, S.F., E.R., O.C. and S.C.; supervision, S.C. and O.C.; project administration, O.C. and S.C. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

The Trauma Register of the Trauma Center of the Niguarda Hospital in Milan was formerly approved for scientific purposed by the Niguarda Milano Area Three Ethics Committee (Record Number 534-102018). Given the retrospective nature of the study, no specific approval from the ethics review committee was required. The study was conducted according to the guidelines of the Declaration of Helsinki.

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

The data presented in this study are available on request from the corresponding author. The data are not publicly available due to privacy.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Chiara, O.; Cimbanassi, S. Protocolli per la Gestione Intraospedaliera del Trauma Maggiore; Elsevier Masson: Milano, Italy, 2008. [Google Scholar]
  2. LoCicero, J.; Mattox, K.L. Epidemiology of Chest Trauma. Surg. Clin. North Am. 1989, 69, 15–19. [Google Scholar] [CrossRef]
  3. Wanek, S.; Mayberry, J.C. Blunt thoracic trauma: Flail chest, pulmonary contusion, and blast injury. Crit. Care Clin. 2004, 20, 71–81. [Google Scholar] [CrossRef]
  4. Weigeldt, M.; Paul, M.; Schulz-Drost, S.; Schmittner, M.D. Anesthesia, ventilation and pain treatment in thoracic trauma. Unfallchirurg 2018, 121, 634–641. [Google Scholar] [CrossRef] [PubMed]
  5. Gilart, J.F.; Gil, M.E.R.; Valera, G.G.; Casado, P.M. Chest trauma. Arch. Bronconeumol. 2011, 47 (Suppl. 3), 9–14. [Google Scholar] [CrossRef]
  6. Chiumello, D.A.; Coppola, S.; Froio, S.; Gregoretti, C.; Consonni, D. Noninvasive ventilation in chest trauma: Systematic review and meta-analysis. Intensiv. Care Med. 2013, 39, 1171–1180. [Google Scholar] [CrossRef] [PubMed]
  7. Klein, Y.; Cohn, S.M.; Proctor, K.G. Lung contusion: Pathophysiology and management. Curr. Opin. Anaesthesiol. 2002, 15, 65–68. [Google Scholar] [CrossRef] [PubMed]
  8. Karcz, M.K.; Papadakos, P.J. Noninvasive ventilation in trauma. World J. Crit. Care Med. 2015, 4, 47–54. [Google Scholar] [CrossRef] [PubMed]
  9. World Health Organization. Injuries and Violence: The Facts 2014. Available online: https://apps.who.int/iris/bitstream/handle/10665/149798/9789241508018_eng.pdf (accessed on 26 October 2021).
  10. Dogrul, B.N.; Kiliccalan, I.; Asci, E.S.; Peker, S.C. Blunt trauma related chest wall and pulmonary injuries: An overview. Chin. J. Traumatol. 2020, 23, 125–138. [Google Scholar] [CrossRef] [PubMed]
  11. Moore, E.E.; Feliciano, D.V.; Mattox, K.L. Trauma, 8th Edition, 8th ed.; McGraw-Hill Education: New York, NY, USA, 2017. [Google Scholar]
  12. Granieri, S.; Reitano, E.E.; Bindi, F.F.; Renzi, F.F.; Sammartano, F.F.; Cimbanassi, S.S.; Gupta, S.S.; Chiara, O.O. Motorcycle-related trauma:effects of age and site of injuries on mortality. A single-center, retrospective study. World J. Emerg. Surg. 2020, 15, 18-8. [Google Scholar] [CrossRef] [PubMed]
  13. Duggal, A.; Perez, P.; Golan, E.; Tremblay, L.; Sinuff, T. Safety and efficacy of noninvasive ventilation in patients with blunt chest trauma: A systematic review. Crit. Care 2013, 17, R142. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Schreiber, A.; Yildirim, F.; Ferrari, G.; Antonelli, A.; Delis, P.B.; Gunduz, M.; Karcz, M.; Papadakos, P.; Cosentini, R.; Dikmen, Y.; et al. Non-Invasive Mechanical Ventilation in Critically Ill Trauma Patients: A Systematic Review. Turk. J. Anesth. Reanim. 2018, 46, 88–95. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  15. Hernandez, G.; Fernandez, R.; Lopez-Reina, P.; Cuena, R.; Pedrosa, A.; Ortiz, R.; Hiradier, P. Noninvasive Ventilation Reduces Intubation in Chest Trauma-Related Hypoxemia: A Randomized Clinical Trial. Chest 2010, 137, 74–80. [Google Scholar] [CrossRef] [PubMed]
  16. Davignon, K.; Kwo, J.; Bigatello, L.M. Pathophysiology and management of the flail chest. Minerva Anestesiol. 2004, 70, 193–199. [Google Scholar] [PubMed]
Table 1. Invasive mechanical ventilation univariate analysis: demographic and trauma-related data.
Table 1. Invasive mechanical ventilation univariate analysis: demographic and trauma-related data.
Invasive Mechanical Ventilation
No IMVIMV
n%IQR1MedianIQR3n%IQR1MedianIQR3p-Value
GenderFemale11222.58% 6719.94% 0.39
Male38477.42% 26980.06%
Age 395063 3849620.273
Age > 6511122.38% 7020.83% 0.609
Age > 755911.92% 3510.42% 0.577
ASA score130160.81% 20761.61% 0.987
216032.32% 10631.55%
3336.67% 226.55%
410.20% 10.30%
RTS pre-hosp *** 121212 81112<0.001
SpO2 pre-hosp *** 969899 919799<0.001
GCS pre-hosp *** 151515 71215<0.001
RTS in ED *** 121212 4411<0.001
SpO2 in ED 9798100 96991000.491
GCS in ED *** 151515 3310<0.001
Systolic blood pressure in ED *** 120135150 90110130<0.001
Mechanisms of injury trauma ***other61.26% 51.54% 0.001
stab wound10.21% 00.00%
gunshot wound00.00% 10.31%
car accident11023.01% 5115.69%
bike accident398.16% 185.54%
motorcycle accident16233.89% 9428.92%
pedestrian accident6714.02% 5416.62%
precipitation8818.41% 10131.08%
crusching51.05% 10.31%
BE *** −3.2−1.10.9 −7.1−4.05−1.1<0.001
Lactate values *** 1.4952.092.79 2.183.25.38<0.001
E-FAST ***8016.43% 10833.44% <0.001
Chest X- ray ***44689.92% 24572.92% <0.001
Torso CT ***41884.27% 31493.45% <0.001
Decompressive mini-thoracotomy ***10.20% 278.04% <0.001
Right chest tube thoracostomy ***367.26% 7923.51% <0.001
Left chest tube thoracostomy ***275.44% 9127.08% <0.001
Emergency surgery ***9819.76% 21463.69% <0.001
*** Significant value.
Table 2. Invasive mechanical ventilation univariate analysis: injuries and trauma score data.
Table 2. Invasive mechanical ventilation univariate analysis: injuries and trauma score data.
Invasive Mechanical Ventilation
No IMVIMV
n%IQR1MedianIQR3n%IQR1MedianIQR3p-Value
n° rib fractures *** 236 358<0.001
Rib fractures ≤2 ***18036.29% 7622.62% <0.001
Rib fractures 3–518336.90% 11333.63% 0.339
Rib fractures ≥6 ***13327.09% 14743.75% <0.001
1st and/or 2nd rib fractures ***15731.72% 16549.11% <0.001
Bilateral rib fractures ***7114.31% 10932.44% <0.001
Heart/large vessels injuries ***40.81% 154.46% 0.001
Pneumothorax ***16833.87% 15847.02% <0.001
Hemothorax ***153.02% 278.04% 0.002
Hemopneumothorax ***275.44% 5716.96% <0.001
Pulmonary contusion ***17936.09% 21563.99% <0.001
Scapula/clavicle/sternum fractures ****6312.70% 7121.23% 0.001
Pleural effusion ***6513.13% 7722.92% <0.001
Isoleted chest trauma ***14228.63% 247.14% <0.001
Abdomen trauma ***17735.69% 20962.20% <0.001
Head trauma ***26854.03% 26077.38% <0.001
Extremities trauma ***30661.69% 26779.46% <0.001
Chest AIS *** 333 334<0.001
Abdomen AIS *** 223 2240.008
Head AIS *** 223 345<0.001
Extremities AIS *** 223 234<0.001
ISS *** 121724 293643<0.001
Death probability *** 0.92.26.1 6.222.263.45<0.001
*** Significant value.
Table 3. Invasive mechanical ventilation multivariate analysis: general variables.
Table 3. Invasive mechanical ventilation multivariate analysis: general variables.
Invasive Mechanical Ventilation
BS.E.WaldglSign.Odd Ratio
SpO2 pre-hos−0.0530.0431.48710.2230.949
RTS pre-hosp0.5170.3362.33610.1240.596
RTS in ED ***−1.1120.3718.97410.0030.329
SpO2 in ED0.0250.0600.17210.6781.025
BE−0.0670.0363.48310.0620.935
Lactate values0.1550.0912.93110.0871.168
Demcompressive mini-thoracotomy0.7142.6190.07410.7852.041
n° rib fractures−0.0820.0641.68110.1950.921
1st and/or 2nd rib fractures−1.0490.4246.12710.0130.350
Bilateral rib fractures0.4680.5510.72010.3961.596
Heart/large vessels injuries2.5701.5252.83910.09213.071
Pneumothorax−0.1470.3590.16710.6830.864
Hemothorax1.2010.7292.71410.0993.325
Hemopneumothorax0.6540.5531.40010.2371.923
Pulmonary contusion0.0380.3630.01110.9161.039
Scapula/clavicle/sternum fractures0.7720.4582.83910.0922.163
Pleural effusion0.2300.4820.22710.6341.258
Isolated chest trauma0.0200.7250.00110.9781.020
Abdomen trauma0.1230.4460.07610.7821.131
Head trauma0.0970.4670.04310.8361.102
Extremities trauma0.2770.4330.41010.5221.319
ISS ***0.0880.01822.7301<0.0011.092
*** Significant value.
Table 4. Invasive mechanical ventilation multivariate analysis: anatomical variables.
Table 4. Invasive mechanical ventilation multivariate analysis: anatomical variables.
Invasive Mechanical Ventilation—Anatomical Injuries
BS.E.WaldglSign.Odd Ratio
n° rib fractures−0.0180.0300.36010.5480.982
1st and/or 2nd rib fractures0.1330.1820.52910.4671.142
Bilateral rib fractures ***0.7050.2279.61510.0022.024
Heart/large vessels injuries0.8150.6161.75010.1862.260
Pneumothorax0.2260.1761.65210.1991.254
Hemothorax ***1.0160.3856.97810.0082.762
Hemopneumothorax ***1.0490.28913.1231<0.0012.853
Pulmonary contusion ***0.6740.17115.6041<0.0011.961
Scapula/collarbone/sternum fractures0.1230.2300.28810.5911.131
Pleural effusion0.3430.2152.54210.1111.409
Isolated chest trauma−0.3670.3551.06810.3010.693
Abdomen trauma ***0.670.19811.46510.0011.954
Head trauma ***0.9350.23715.5081<0.0012.547
Extremities trauma ***0.5070.1867.44210.0061.660
*** Significant value.
Table 5. Invasive mechanical ventilation multivariate analysis: physiological variables.
Table 5. Invasive mechanical ventilation multivariate analysis: physiological variables.
Invasive Mechanical Ventilation—Physiological Parameters
BS.E.WaldglSignOdd Ratio
SpO2 pre-hosp−0.0590.0382.36510.1240.943
GCS pre-hosp0.1070.2690.16010.6891.113
SpO2 in ED−0.0180.0410.19210.6610.982
GCS in ED ***−1.0050.25415.6981<0.0010.366
Systolic blood pressure in ED ***−0.0280.00618.3981<0.0010.973
BE−0.0580.0333.03910.0810.944
Lactate values ***0.2000.0806.18510.0131.221
*** Significant value.
Table 6. Non-invasive mechanical ventilation univariate analysis: demographic and trauma-related data.
Table 6. Non-invasive mechanical ventilation univariate analysis: demographic and trauma-related data.
Non-Invasive Mechanical Ventilation
Non NIMVNIMV
n%IQR1MedianIQR3n%IQR1MedianIQR3p-Value
GenderFemale12822.50% 3117.14% 0.144
Male44177.50% 15082.87%
Age 374860 3850620.254
Age > 6510718.80% 4223.20% 0.201
Age > 75518.98% 2011.05% 0.387
ASA score136464.08% 10155.80% 0.148
217330.46% 6435.36%
3305.28% 158.29%
410.18% 10.55%
RTS pre-hosp *** 121212 1112120.005
SpO2 pre-hosp *** 969899 9497990.009
GCS pre-hosp *** 141515 1315150.078
RTS in ED *** 11.51212 41212<0.001
SpO2 in ED 9799100 96991000.443
GCS in ED *** 131515 31515<0.001
Systolic blood pressure in ED *** 115130150 100120140<0.001
Mechanisms of injury traumaother81.45% 21.15% 0.869
stab wound10.18% 00.00%
gunshot wound10.18% 00.00%
car accident11320.55% 3721.26%
bike accident386.91% 137.47%
motorcycle accident17632.00% 6034.48%
pedestrian accident8816.00% 1910.92%
precipitation12021.82% 4224.14%
crusching50.91% 10.57%
BE *** −4.4−1.90.7 −5.3−3.0−0.60.016
Lactate values *** 1.562.2253.21 1.8852.633.60.002
E-FAST ***11019.71% 5631.82% 0.001
Chest X-ray48785.59% 14881.77% 0.236
Torso CT ***48685.41% 17596.69% <0.001
Decompressive mini-thoracotomy ***91.58% 94.97% 0.021
Right chest tube thoracostomy ***6110.72% 3619.89% 0.002
Left chest tube thoracostomy ***6411.25% 3418.78% 0.011
Emergency surgery ***18031.63% 8647.51% <0.001
Previous intubation ***18031.63% 9150.28% <0.001
*** Significant value.
Table 7. Non-invasive mechanical ventilation univariate analysis: injuries and trauma score data.
Table 7. Non-invasive mechanical ventilation univariate analysis: injuries and trauma score data.
Non-Invasive Mechanical Ventilation
Non NIMVNIMV
n%IQR1MedianIQR3n%IQR1MedianIQR3p-Value
n° rib fractures *** 246 368<0.001
Rib fractures ≤2 ***20936.73% 3217.68% <0.001
Rib fractures 3–521637.96% 5429.83% 0.051
Rib fractures ≥6 ***14425.53% 9552.49% <0.001
1st and/or 2nd rib fractures ***9216.17% 5329.28% <0.001
Bilateral rib fractures ***19133.63% 9250.83% <0.001
Heart/large vessels injuries101.76% 73.87% 0.146
Pneumothorax ***19934.97% 8949.17% 0.001
Hemothorax ***193.34% 158.29% 0.012
Hemopneumothorax 498.61% 2312.71% 0.112
Pulmonary contusion ***23841.83% 10859.67% <0.001
Scapula/clavicle/sternum fractures ****7813.71% 4122.65% 0.007
Pleural effusion ***8314.61% 4424.31% 0.004
Isoleted chest trauma ***13724.08% 2212.15% 0.001
Abdomen trauma ***24042.18% 9854.14% 0.006
Head trauma33859.40% 11965.75% 0.137
Extremity trauma ***37465.73% 14278.45% 0.001
Chest AIS *** 333 334<0.001
Abdomen AIS 223 2240.379
Head AIS *** 224 2340.003
Extremities AIS *** 223 2240.025
ISS *** 131929 222938<0.001
Death probability *** 1.13.210.65 3.008.4520.65<0.001
*** Significant value.
Table 8. Non-invasive mechanical ventilation multivariate analysis.
Table 8. Non-invasive mechanical ventilation multivariate analysis.
Non-Invasive Mechanical Ventilation
BS.E.WaldglSign.Odd Ratio
SpO2 pre-hosp−0.0250.0221.30710.2530.975
RTS pre-hosp ***0.2020.0954.49210.0341.224
RTS in ED−0.0390.0480.68010.4090.961
BE0.0120.0280.17610.6751.012
Lactate values−0.0050.0580.00910.9250.995
Decompressive mini-thoracotomy−0.0110.6450.00010.9860.989
Right chest tube thoracostomy−0.1310.3240.16410.6850.877
Left chest tube thoracostomy−0.1370.3290.17410.6760.872
n° rib fractures ***0.1310.03811.8511<0.0011.140
1st and/or 2nd rib fractures0.2420.2550.90210.3421.274
Bilateral rib fractures−0.3390.3221.09810.2950.713
Pneumothorax0.3070.2491.51410.2191.359
Hemothorax ***1.0870.5294.22110.0402.964
Pulmonary contusion0.1120.2430.21110.6461.118
Scapula/clavicle/sternum fractures0.2460.3060.64510.4221.279
Pleural effusion0.3430.2831.47210.2251.409
Isolated chest trauma−0.4820.3851.56610.2110.608
Abdomen trauma−0.2780.2721.04610.3060.757
Extremities trauma0.1510.2870.27610.5991.163
ISS ***0.0290.0125.56610.0181.029
Previous intubation0.0350.3580.01010.9221.036
*** Significant value.
Table 9. Outcome univariate analysis: demographic and trauma-related data.
Table 9. Outcome univariate analysis: demographic and trauma-related data.
Outcome
SurvivedDeceased
n%IQR1MedianIQR3n%IQR1MedianIQR3p-Value
GenderFemale16021.19% 1924.68% 0.469
Male59578.81% 5875.32%
Age *** 384960 476278<0.001
Age > 65 ***14519.21% 3646.75% <0.001
Age > 75 ***709.28% 2431.17% <0.001
ASA score ***147262.60% 3646.75% 0.003
223731.43% 2937.66%
3435.70% 1215.58%
420.27% 00.00%
RTS pre-hosp *** 111212 3811<0.001
SpO2 pre-hosp *** 959899 859597<0.001
GCS pre-hosp *** 141515 3612<0.001
RTS in ED *** 111212 344<0.001
SpO2 in ED *** 9799100 90981000.014
GCS in ED *** 101515 333<0.001
Systolic blood pressure in ED *** 110130146 7590120<0.001
Mechanisms of injury traumaother101.37% 11.33% 0.110
stab wound10.14% 00.00%
gunshot wound10.14% 00.00%
car accident15120.74% 1013.33%
bike accident517.01% 68.00%
motorcycle accident24032.97% 1621.33%
pedestrian accident10714.70% 1418.67%
precipitation16122.12% 2837.33%
crusching60.82% 00.00%
BE *** −4.5−2.10.5 −12−6.6−3.1<0.001
Lactate values *** 1.6052.2953.235 2.945.3110.1<0.001
E-FAST 16722.63% 2129.17% 0.241
Chest X- ray ***64184.90% 5064.94% <0.001
Torso CT66387.81% 6989.61% 0.854
Decompressive mini-thoracotomy ***172.25% 1114.29% <0.001
Right chest tube thoracostomy ***9812.98% 1722.08% 0.036
Left chest tube thoracostomy ***9612.72% 2228.57% <0.001
Emergency surgery ***26635.23% 4659.74% <0.001
Previous intubation ***26535.10% 7192.21% <0.001
*** Significant value.
Table 10. Outcome univariate analysis: injuries and trauma score data.
Table 10. Outcome univariate analysis: injuries and trauma score data.
Outcome
SurvivedDeceased
n%IQR1MedianIQR3n%IQR1MedianIQR3p-Value
n° rib fractures *** 246 369<0.001
Rib fractures ≤2 ***24432.32% 1215.58% 0.002
Rib fractures 3–527135.89% 2532.47% 0.618
Rib fractures ≥6 ***24032.00% 4051.95% 0.001
1st and/or 2nd rib fractures ***28437.67% 3849.35% 0.050
Bilateral rib fractures ***14719.47% 3342.86% <0.001
Heart/large vessels injuries162.12% 33.90% 0.408
Pneumothorax29238.68% 3444.16% 0.391
Hemothorax ***344.50% 810.39% 0.048
Hemopneumothorax729.54% 1215.58% 0.11
Pulmonary contusion ***34645.83% 4862.34% 0.006
Scapula/collarbone/sternum fractures12015.89% 1418.18% 0.625
Pleural effusion12516.58% 1722.08% 0.264
Isolated chest trauma ***16421.72% 22.60% <0.001
Abdomen trauma ***33844.77% 4862.34% 0.004
Head trauma ***45460.13% 7496.10% <0.001
Extremity trauma 51668.34% 5774.03% 0.366
Chest AIS *** 334 334<0.001
Abdomen AIS *** 223 224<0.001
Head AIS *** 224 355<0.001
Extremities AIS *** 223 245<0.001
ISS *** 142232 384354<0.001
Death probability *** 1.34.112.4 39.183.296.8<0.001
*** Significant value.
Table 11. Outcome multivariate analysis.
Table 11. Outcome multivariate analysis.
Outcome
BS.E.WaldglSign.Odd Ratio
Age > 65 ***1.6380.37319.3311<0.0015.146
ASA 2.18030.536
ASA 1−0.3650.3631.01110.3150.694
ASA 20.1920.4830.15910.6901.211
ASA 3−20.263250890.00010.9990.000
n° rib fractures−0.0120.0410.09210.7610.988
Bilateral rib fracures ***1.0820.32111.34810.0012.952
Hemothorax ***1.1420.4845.57810.0183.133
Pulmonary contusion ***0.6200.2864.68510.0301.858
Pleural effusion0.0330.3310.01010.9201.034
Isolated chest trauma0.7381.0530.49110.4832.091
Abdomen trauma0.4990.2853.07810.0791.648
Head trauma ***3.1630.78816.1101<0.00123.638
*** Significant value.
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Fattori, S.; Reitano, E.; Chiara, O.; Cimbanassi, S. Predictive Factors of Ventilatory Support in Chest Trauma. Life 2021, 11, 1154. https://doi.org/10.3390/life11111154

AMA Style

Fattori S, Reitano E, Chiara O, Cimbanassi S. Predictive Factors of Ventilatory Support in Chest Trauma. Life. 2021; 11(11):1154. https://doi.org/10.3390/life11111154

Chicago/Turabian Style

Fattori, Silvia, Elisa Reitano, Osvaldo Chiara, and Stefania Cimbanassi. 2021. "Predictive Factors of Ventilatory Support in Chest Trauma" Life 11, no. 11: 1154. https://doi.org/10.3390/life11111154

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