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1.
Am Surg ; 89(12): 5874-5880, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37203181

RESUMEN

PURPOSE: All-terrain vehicles (ATVs) pose a significant risk for morbidity and mortality amongst children. We hypothesize that current vague legislation regarding helmet use impacts injury patterns and outcomes in pediatric ATV accidents. METHODS: The institutional trauma registry was queried for pediatric patients involved in ATV accidents from 2006 to 2019. Patient demographics and helmet wearing status were identified in addition to patient outcomes, such as injury pattern, injury severity score, mortality, length of stay, and discharge disposition. These elements were analyzed for statistical significance. RESULTS: 720 patients presented during the study period, which were predominantly male (71%, n = 511) and less than 16 years old (76%, n = 543). Most patients were not wearing a helmet (82%, n = 589) at time of injury. Notably, there were 7 fatalities. A lack of helmet use is positively associated with head injury (42% vs 23%, P < .01), intracranial hemorrhage (15% vs 7%, P = .03), and associated with lower Glasgow Coma Scale (13.9 vs 14.4, P < .01). Children 16 years and older were least likely to wear a helmet and most likely to incur injuries. Patients over 16 years had longer lengths of stay, higher mortality, and higher need for rehabilitation. CONCLUSION: Not wearing a helmet is directly correlated with injury severity and concerning rates of head injury. Children 16 years and older are at greatest risk for injury, but younger children are still at risk. Stricter state laws regarding helmet use are necessary to reduce pediatric ATV-related injury burden. LEVEL OF EVIDENCE: level III retrospective comparative study.


Asunto(s)
Traumatismos Craneocerebrales , Vehículos a Motor Todoterreno , Heridas y Lesiones , Humanos , Niño , Masculino , Adolescente , Femenino , Estudios Retrospectivos , Kentucky/epidemiología , Accidentes , Traumatismos Craneocerebrales/epidemiología , Traumatismos Craneocerebrales/etiología , Traumatismos Craneocerebrales/prevención & control , Dispositivos de Protección de la Cabeza , Accidentes de Tránsito
2.
Acad Pediatr ; 22(6): 1057-1064, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35314363

RESUMEN

BACKGROUND: Advanced automatic crash notification (AACN) can improve triage decision-making by using vehicle telemetry to alert first responders of a motor vehicle crash and estimate an occupant's likelihood of injury. The objective was to develop an AACN algorithm to predict the risk that a pediatric occupant is seriously injured and requires treatment at a Level I or II trauma center. METHODS: Based on 3 injury facets (severity; time sensitivity; predictability), a list of Target Injuries associated with a child's need for Level I/II trauma center treatment was determined. Multivariable logistic regression of motor vehicle crash occupants was performed creating the pediatric-specific AACN algorithm to predict risk of sustaining a Target Injury. Algorithm inputs included: delta-v, rollover quarter-turns, belt status, multiple impacts, airbag deployment, and age. The algorithm was optimized to achieve under-triage ≤5% and over-triage ≤50%. Societal benefits were assessed by comparing correctly triaged motor vehicle crash occupants using the AACN algorithm against real-world decisions. RESULTS: The pediatric AACN algorithm achieved 25% to 49% over-triage across crash modes, and under-triage rates of 2% for far-side, 3% for frontal and near-side, 8% for rear, and 14% for rollover crashes. Applied to real-world motor vehicle crashes, improvements of 59% in under-triage and 45% in over-triage are estimated: more appropriate triage of 32,320 pediatric occupants annually. CONCLUSIONS: This AACN algorithm accounts for pediatric developmental stage and will aid emergency personnel in correctly triaging pediatric occupants after a motor vehicle crash. Once incorporated into the trauma triage network, it will increase triage efficiency and improve patient outcomes.


Asunto(s)
Accidentes de Tránsito , Heridas y Lesiones , Algoritmos , Niño , Humanos , Modelos Logísticos , Medición de Riesgo , Triaje
3.
Am Surg ; 85(5): 479-487, 2019 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-31126360

RESUMEN

The Advanced Trauma Life Support algorithm recommends bedside confirmatory techniques to confirm correct endotracheal tube (ETT) depth, a critical component in the care of pediatric trauma patients. We hypothesized that bedside confirmatory techniques are inaccurate and that early chest X-ray (CXR) would overcome such inaccuracies, allowing for faster intervention of malpositioned ETTs. An "A-OK" algorithm of immediate CXR following intubation in injured children aged <16 years was implemented. Eligible patients the years before and after implementation were identified. The accuracy of bedside confirmatory techniques (use of length-based depths and auscultation of breath sounds) was assessed. Post-"A-OK" patients were compared with pre-"A-OK" controls regarding the speed of malpositioned ETT repositioning. Twenty-eight post-"A-OK" cases and 23 pre-"A-OK" controls were identified. The groups did not differ in baseline characteristics. Bedside confirmatory techniques were accurate in only 61 per cent (length-based depth) and 58 per cent (auscultation of breath sounds) of patients. Time to ETT repositioning was significantly longer in pre-"A-OK" controls than in post-"A-OK" cases (35.2 ± 15.9 minutes vs 21.1 ± 11.8 minutes, P = 0.03). Bedside confirmatory techniques to determine ETT positioning are inaccurate in children. Inclusion of CXR in the primary survey is safe and allows for more rapid repositioning of malpositioned ETTs.


Asunto(s)
Intubación Intratraqueal , Radiografía Torácica , Heridas y Lesiones/diagnóstico por imagen , Heridas y Lesiones/terapia , Adolescente , Factores de Edad , Algoritmos , Niño , Preescolar , Femenino , Humanos , Lactante , Masculino , Reproducibilidad de los Resultados
4.
Accid Anal Prev ; 113: 12-18, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-29367055

RESUMEN

BACKGROUND: Occult injuries are those likely to be missed on initial assessment by first responders and, though initially asymptomatic, they may present suddenly and lead to rapid patient decompensation. No scoring systems to quantify the occultness of pediatric injuries have been established. Such a scoring system will be useful in the creation of an Advanced Automotive Crash Notification (AACN) system that assists first responders in making triage decisions following a motor vehicle crash (MVC). STUDY DESIGN: The most frequent MVC injuries were determined for 0-4, 5-9, 10-14 and 15-18 year olds. For each age-specific injury, experts with pediatric trauma expertise were asked to rate the likelihood that the injury may be missed by first responders. An occult score (ranging from 0-1) was calculated by averaging and normalizing the responses of the experts polled. RESULTS: Evaluation of all injuries across all age groups demonstrated greater occult scores for the younger age groups compared to older age groups (mean occult score 0-4yo: 0.61 ±â€¯0.23, 5-9yo: 0.53 ±â€¯0.25, 10-14yo: 0.48 ±â€¯0.23, and 15-18yo: 0.42 ±â€¯0.22, p < 0.01). Body-region specific occult scores revealed that experts judged abdominal, spine and thoracic injuries to be more occult than injuries to other body regions. CONCLUSIONS: The occult scores suggested that injuries are more difficult to detect in younger age groups, likely given their inability to express symptoms. An AACN algorithm that can predict the presence of clinically undetectable injuries at the scene can improve triage of children with these injuries to higher levels of care.


Asunto(s)
Escala Resumida de Traumatismos , Accidentes de Tránsito , Algoritmos , Vehículos a Motor , Pediatría , Triaje , Heridas y Lesiones/diagnóstico , Traumatismos Abdominales/diagnóstico , Adolescente , Factores de Edad , Niño , Preescolar , Toma de Decisiones , Socorristas , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Probabilidad , Traumatismos Vertebrales/diagnóstico , Traumatismos Torácicos/diagnóstico
5.
J Am Coll Surg ; 226(1): 70-79.e8, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-29174350

RESUMEN

BACKGROUND: Triage decision correctness for children in motor vehicle crashes can be affected by occult injuries. There is a need to develop a transfer score (TS) metric for children that can help quantify the likelihood that an injury is present that would require transfer to a trauma center (TC) from a non-TC, and improve triage decision making. Ultimately, the TS metric might be useful in an advanced automatic crash notification algorithm, which uses vehicle telemetry data to predict the risk of serious injury after a motor vehicle crash using an approach that includes metrics to describe injury severity, time sensitivity, and predictability. STUDY DESIGN: Transfer score metrics were calculated in 4 pediatric age groups (0 to 4, 5 to 9, 10 to 14, 15 to 18 years) for the most frequent motor vehicle crash injuries using the proportions of children transferred to a TC or managed at a non-TC using the National Inpatient Sample years 1998 to 2007. To account for the maximum Abbreviated Injury Scale (MAIS) injury, a co-injury adjusted transfer score (TSMAIS) was calculated. The TS and TSMAIS range from 0 to 1, with 1 indicating highly transferred injuries. RESULTS: Injuries in younger patients were more likely to be transferred (median TS 0.48, 0.35, 0.25, and 0.23 for 0 to 4, 5 to 9, 10 to 14, and 15 to 18 years, respectively). Injuries more likely to be transferred in younger children occurred in the thorax and abdomen. Regardless of age, spine (median TSMAIS 0.59), head (median TSMAIS 0.48), and thorax (median TSMAIS 0.46) injuries had the highest frequency for transfer. CONCLUSIONS: The TS metrics quantitatively describe age-specific transfer practices for children with particular injuries. This information can be useful in advanced automatic crash notification systems to alert first responders to the possibility of occult injuries and reduce undertriage of commonly missed injuries.


Asunto(s)
Accidentes de Tránsito , Transferencia de Pacientes/normas , Centros Traumatológicos , Índices de Gravedad del Trauma , Triaje/métodos , Heridas y Lesiones , Adolescente , Algoritmos , Niño , Preescolar , Humanos , Lactante , Recién Nacido , Transferencia de Pacientes/métodos , Medición de Riesgo , Triaje/normas , Heridas y Lesiones/diagnóstico , Heridas y Lesiones/terapia
6.
J Trauma Acute Care Surg ; 83(3): 368-372, 2017 09.
Artículo en Inglés | MEDLINE | ID: mdl-28492407

RESUMEN

BACKGROUND: Nonoperative management (NOM) of blunt splenic injury, initially touted for the care of pediatric patients, has become the standard of care for stable trauma patients of all ages. In our institution, trauma patients younger than 16 years are managed by the pediatric surgery service and patients 16 years or older are managed by the adult trauma service. Angioembolization is routinely used for adults with blunt splenic injury but rarely used for pediatric patients. A retrospective chart review was performed to determine if more liberal use of angioembolization increases the success rate of NOM of blunt splenic injury in adolescents. METHODS: Using our institutional trauma registry, we performed a retrospective chart review of 13- to 18-year-olds admitted with blunt splenic injury from 2007 to 2015. One hundred thirty-three patients were identified; 59 were 13- to 15-year-olds and cared for by the Pediatric Trauma service, whereas 74 were 16- to 18-year-olds and cared for by the Adult Trauma service. The cohorts were compared with respect to imaging performed, grade of injury, Injury Severity Score, presence of active extravasation or pseudoaneurysm, interventions performed, blood transfused, intensive care unit days, length of stay, complications, and 30-day mortality rates. RESULTS: There were no significant differences in Injury Severity Score, incidence of active extravasation or pseudoaneurysm identified on computed tomography, or grade of injury between the two cohorts. More patients underwent angioembolization in the "adult" group (p = 0.001) with no difference in the success rate of NOM (p = 0.117). The overall failure rate of NOM of high-grade injuries was only 4.1%. CONCLUSION: Failure of NOM in high-grade injuries is rare; as a result, the number needed to treat with prophylactic angioembolization would be around 37 patients, resulting in undue risk to many patients with no therapeutic benefit. No improvement in failure rate was seen with aggressive angioembolization, though a larger sample size is needed to rule out type 2 error. LEVEL OF EVIDENCE: Therapeutic, level IV.


Asunto(s)
Embolización Terapéutica/métodos , Bazo/lesiones , Heridas no Penetrantes/terapia , Adolescente , Angiografía , Transfusión Sanguínea/estadística & datos numéricos , Niño , Femenino , Humanos , Puntaje de Gravedad del Traumatismo , Tiempo de Internación/estadística & datos numéricos , Masculino , Grupo de Atención al Paciente , Estudios Retrospectivos , Resultado del Tratamiento
7.
J Trauma Acute Care Surg ; 82(5): 933-938, 2017 05.
Artículo en Inglés | MEDLINE | ID: mdl-28272111

RESUMEN

BACKGROUND: Mortality rates among children in motor vehicle crashes (MVCs) are typically low; however, nonfatal injuries can vary in severity by imposing differing levels of short- and long-term disability. To better discriminate the severity of nonfatal MVC injuries, a pediatric-specific disability risk (DR) metric was created. METHODS: The National Automotive Sampling System 2000 to 2011 was used to define the top 95% most common Abbreviated Injury Scale (AIS) 2+ injuries among pediatric MVC occupants. Functional Independence Measure scores were abstracted from the National Trauma Data Bank 2002 to 2006. Multiple imputation was used to account for missing data. The DR and coinjury-adjusted DR (DRMAIS) of the most common AIS 2+ MVC-induced injuries were calculated for 7-year-old to 18-year-old children by determining the proportion of those disabled after an injury to those sustaining the injury. DR and DRMAIS values ranged from 0 to 1, representing 0% to 100% DR. RESULTS: The mean DR and DRMAIS of all injuries were 0.290 and 0.191, respectively. DR and DRMAIS were greatest for injuries to the head (DR, 0.340; DRMAIS, 0.279), thorax (DR, 0.320; DRMAIS, 0.233), and spine (DR, 0.315; DRMAIS, 0.200). The mean DR and DRMAIS increased with increasing AIS severity but there was significant variation and overlapping values across AIS severity levels. Comparison of DRMAIS to coinjury-adjusted mortality risk (MRMAIS) revealed that among 118 injuries with MRMAIS of 0.000, DRMAIS ranged from 0.000 to 0.429. CONCLUSION: Incorporation of DR metrics into injury severity metrics may improve the ability to distinguish between the severity of different nonfatal injuries. This is especially crucial in the pediatric population where permanent disability can result in a high number of years lost due to disability. The accuracy of such severity metrics is crucial to the success of pediatric triage algorithms such as Advanced Automatic Crash Notification algorithms. LEVEL OF EVIDENCE: Epidemiologic/prognostic study, level III.


Asunto(s)
Accidentes de Tránsito/estadística & datos numéricos , Niños con Discapacidad/estadística & datos numéricos , Heridas y Lesiones/etiología , Escala Resumida de Traumatismos , Adolescente , Factores de Edad , Niño , Preescolar , Bases de Datos Factuales , Humanos , Lactante , Recién Nacido , Factores de Riesgo , Estados Unidos/epidemiología , Heridas y Lesiones/complicaciones , Heridas y Lesiones/epidemiología
8.
J Emerg Med ; 53(2): 222-231, 2017 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-28258877

RESUMEN

BACKGROUND: All-terrain vehicle (ATV)-related injuries remain a large public health problem in the United States and disproportionately affect American youth. Although children account for only 14-18% of ATV riders, they comprise 37-57% of those injured in ATV-related accidents. Since the U.S. Consumer Product Safety Commission began collecting data in 1982, 23% of ATV-related deaths have occurred in children. OBJECTIVE: With this review, we outline the major risk factors for injuries among young ATV riders in the United States and suggest research-based interventions to successfully modify such risk factors. DISCUSSION: We reviewed data from 16 published reviews regarding epidemiology and risk factors among ATV-related injuries in American children. All data pointed to young driver age and lack of appropriate safety equipment as major risk factors for such injuries. Although these risk factors are modifiable, legislation and programs designed to mitigate such risks have been unsuccessful. Among adults, the brief intervention model has become widely used among trauma patients exhibiting risky behaviors. Additionally, peer-to-peer interventions have demonstrated success with respect to drug and alcohol use in school-aged children. Both the brief and peer-to-peer interventions are promising avenues for decreasing risky ATV-related behavior in youths but have not been studied in this field. CONCLUSIONS: ATV-related injuries disproportionately affect American youths. Although risk factors for such injuries are modifiable, current methods for intervention (mainly legislation) have not been successfully implemented. The brief intervention and peer-to-peer interventions have shown promise in other fields and should be studied with respect to pediatric ATV use.


Asunto(s)
Accidentes de Tránsito/tendencias , Vehículos a Motor Todoterreno/estadística & datos numéricos , Accidentes de Tránsito/estadística & datos numéricos , Adolescente , Niño , Femenino , Conductas de Riesgo para la Salud , Humanos , Masculino , Factores de Riesgo , Estados Unidos/epidemiología , Heridas y Lesiones/epidemiología , Heridas y Lesiones/prevención & control
9.
Acad Pediatr ; 17(3): 243-250, 2017 04.
Artículo en Inglés | MEDLINE | ID: mdl-28108126

RESUMEN

OBJECTIVE: Advanced Automatic Crash Notification (AACN) uses vehicle telemetry data to predict risk of serious injury among motor vehicle crash occupants and can thus improve the accuracy with which injured children are triaged by first responders. To better define serious injury for AACN systems (which typically use Abbreviated Injury Scale [AIS] metrics), an age-specific approach evaluating severity, time sensitivity (TS), and predictability of injury has been developed. This study outlines the development of the TS score. METHODS: The 95% most frequent AIS 2+ injuries in a national motor vehicle crash data set spanning 2000 to 2011 were determined for the following age groups: 0 to 4, 5 to 9, 10 to 14, and 15 to 18 years. For each age-specific injury, clinicians with pediatric trauma expertise were asked if treatment at a trauma center was required and were asked about the urgency of treatment. A TS score (range 0-1) was calculated by combining the mean trauma center decision and urgency scores. RESULTS: A total of 30 to 32 responses were obtained for each age-specific injury. The most frequent motor vehicle crash-induced injuries in the younger groups received significantly higher scores than those in the older groups (median TS score 0 to 4 years: 0.89, 5-9 years: 0.87, 10-14 years: 0.82, 15-18 years: 0.72, P < .001). Large variations in TS existed within each AIS severity level; for example, scores among AIS 2 injuries in 0- to 4-year-olds ranged from 0.12 to 0.98. CONCLUSIONS: The TS of common pediatric injuries varies on the basis of age and may not be accurately reflected by AIS metrics. AIS may not capture all aspects of injury that should be considered by AACN systems.


Asunto(s)
Accidentes de Tránsito , Algoritmos , Tiempo de Tratamiento , Triaje , Heridas y Lesiones/fisiopatología , Escala Resumida de Traumatismos , Adolescente , Factores de Edad , Niño , Preescolar , Bases de Datos Factuales , Socorristas , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Medición de Riesgo , Factores de Tiempo , Heridas y Lesiones/epidemiología
10.
Accid Anal Prev ; 98: 149-156, 2017 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-27723516

RESUMEN

BACKGROUND: Occult injuries are not easily detected and can be potentially life-threatening. The purpose of this study was to quantify the perceived occultness of the most frequent motor vehicle crash injuries according to emergency medical services (EMS) professionals. STUDY DESIGN: An electronic survey was distributed to 1,125 EMS professionals who were asked to quantify the likelihood that first responders would miss symptoms related to a particular injury on a 5-point Likert scale. The Occult Score for each injury was computed from the average of all the survey responses and normalized to be a continuous metric ranging from 0 to 1 where 0 is a non-occult (highly apparent on initial presentation) injury and 1 is an occult (unapparent on initial presentation) injury. RESULTS: Overall, 110,671 survey responses were collected. The Occult Score ranged from 0 to 1 with a mean, median, and standard deviation of 0.443, 0.450, and 0.233, respectively. When comparing the Occult Score of an injury to its corresponding AIS severity, there was no relationship between the metrics. When stratifying by body region, injury type, and AIS severity, it was evident that AIS 2-4 abdominal injuries with lacerations, hemorrhage, or contusions were perceived as the most occult injuries. CONCLUSIONS: Timely triage is key to reduce the morbidity and mortality associated with occult injuries. The Occult Score developed in this study to describe the predictability of an injury in a motor vehicle crash will be used as part of a larger effort, including incorporation into an advanced automatic crash notification (AACN) algorithm to detect crash conditions associated with a patient's need for prompt treatment at a trauma center.


Asunto(s)
Escala Resumida de Traumatismos , Accidentes de Tránsito/estadística & datos numéricos , Servicios Médicos de Urgencia/estadística & datos numéricos , Heridas y Lesiones/epidemiología , Accidentes de Tránsito/clasificación , Algoritmos , Humanos , Vehículos a Motor/estadística & datos numéricos , Traumatismo Múltiple/epidemiología , Probabilidad , Medición de Riesgo , Estados Unidos , Heridas y Lesiones/clasificación
11.
Traffic Inj Prev ; 17 Suppl 1: 27-33, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-27586099

RESUMEN

OBJECTIVE: The objective of the study was to develop a disability-based metric for motor vehicle crash (MVC) injuries, with a focus on head injuries, and compare the functional outcomes between the pediatric and adult populations. METHODS: Disability risk (DR) was quantified using Functional Independence Measure (FIM) scores within the National Trauma Data Bank-Research Data System (NTDB-RDS) for the top 95% most frequently occurring Abbreviated Injury Scale (AIS) 3, 4, and 5 head injuries in NASS-CDS 2000-2011. Pediatric (ages 7-18), adult (19-45), middle-aged (46-65), and older adult (66+) patients with an FIM score available who were alive at discharge and had an AIS 3, 4, or 5 injury were included in the study. The NTDB-RDS contains a truncated form of the FIM instrument, including 3 items (self-feed, locomotion, and verbal expression), each graded on a scale of 1 (full functional dependence) to 4 (full functional independence). Patients within each age group were classified as disabled or not disabled based on the FIM scale. The DR was calculated for each age group by dividing the number of patients who sustained a specific injury and were disabled by the number of patients who sustained the specific injury. To account for the impact of more severe associated coinjuries, a maximum AIS (MAIS) adjusted DR (DRMAIS) was also calculated for each injury. DR and DRMAIS ranged from 0 (0% disability risk) to 1 (100% disability risk). RESULTS: An analysis of the most frequent FIM components associated with disabling MVC head injuries revealed that disability across all 3 items (self-feed, locomotion, and expression) was the most frequent for pediatric and adult patients. Only locomotion was the most frequent for middle-aged and older adults. The mean DRMAIS for MVC head injuries was 35% for pediatric patients, 36% for adults, 38% for middle-aged adults, and 44% for older adults. Further analysis was conducted by grouping the head injuries into 8 groups based on the structure of injury and injury type. The pediatric population possessed higher DRMAIS values for brain stem injuries as well as loss of consciousness injuries. Older adults possessed higher DRMAIS values for contusion/hemorrhage injuries, epidural hemorrhage, intracerebral hemorrhage, skull fracture, and subdural/subarachnoid hemorrhage. CONCLUSION: At-risk populations such as pediatric and older adult patients possessed higher DRMAIS values for different head injuries. Disability in pediatric patients is critical due to loss of quality life years. Disability risk can supplement severity metrics to improve the ability of such metrics to discriminate the severity of different injuries that do not lead to death. Understanding of age-related differences in injury outcomes when compared to adults could inform future age-specific modifications to the AIS.


Asunto(s)
Accidentes de Tránsito/estadística & datos numéricos , Traumatismos Craneocerebrales/etiología , Traumatismos Craneocerebrales/fisiopatología , Personas con Discapacidad/estadística & datos numéricos , Recuperación de la Función/fisiología , Escala Resumida de Traumatismos , Adolescente , Adulto , Factores de Edad , Anciano , Niño , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Riesgo
12.
J Am Coll Surg ; 222(6): 1211-1219.e6, 2016 06.
Artículo en Inglés | MEDLINE | ID: mdl-27178370

RESUMEN

BACKGROUND: Advanced Automatic Crash Notification algorithms use vehicle telemetry measurements to predict risk of serious motor vehicle crash injury. The objective of the study was to develop an Advanced Automatic Crash Notification algorithm to reduce response time, increase triage efficiency, and improve patient outcomes by minimizing undertriage (<5%) and overtriage (<50%), as recommended by the American College of Surgeons. STUDY DESIGN: A list of injuries associated with a patient's need for Level I/II trauma center treatment known as the Target Injury List was determined using an approach based on 3 facets of injury: severity, time sensitivity, and predictability. Multivariable logistic regression was used to predict an occupant's risk of sustaining an injury on the Target Injury List based on crash severity and restraint factors for occupants in the National Automotive Sampling System - Crashworthiness Data System 2000-2011. The Advanced Automatic Crash Notification algorithm was optimized and evaluated to minimize triage rates, per American College of Surgeons recommendations. RESULTS: The following rates were achieved: <50% overtriage and <5% undertriage in side impacts and 6% to 16% undertriage in other crash modes. Nationwide implementation of our algorithm is estimated to improve triage decisions for 44% of undertriaged and 38% of overtriaged occupants. Annually, this translates to more appropriate care for >2,700 seriously injured occupants and reduces unnecessary use of trauma center resources for >162,000 minimally injured occupants. CONCLUSIONS: The algorithm could be incorporated into vehicles to inform emergency personnel of recommended motor vehicle crash triage decisions. Lower under- and overtriage was achieved, and nationwide implementation of the algorithm would yield improved triage decision making for an estimated 165,000 occupants annually.


Asunto(s)
Accidentes de Tránsito/estadística & datos numéricos , Algoritmos , Técnicas de Apoyo para la Decisión , Índices de Gravedad del Trauma , Triaje/métodos , Heridas y Lesiones/diagnóstico , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Mal Uso de los Servicios de Salud/prevención & control , Mal Uso de los Servicios de Salud/estadística & datos numéricos , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Medición de Riesgo , Triaje/estadística & datos numéricos , Adulto Joven
13.
Traffic Inj Prev ; 17(1): 65-72, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26042575

RESUMEN

OBJECTIVE: Appropriate treatment at designated trauma centers (TCs) improves outcomes among injured children after motor vehicle crashes (MVCs). Advanced Automatic Crash Notification (AACN) has shown promise in improving triage to appropriate TCs. Pediatric-specific AACN algorithms have not yet been created. To create such an algorithm, it will be necessary to include some metric of development (age, height, or weight) as a covariate in the injury risk algorithm. This study sought to determine which marker of development should serve as a covariate in such an algorithm and to quantify injury risk at different levels of this metric. METHODS: A retrospective review of occupants age < 19 years within the MVC data set NASS-CDS 2000-2011 was performed. R(2) values of logistic regression models using age, height, or weight to predict 18 key injury types were compared to determine which metric should be used as a covariate in a pediatric AACN algorithm. Clinical judgment, literature review, and chi-square analysis were used to create groupings of the chosen metric that would discriminate injury patterns. Adjusted odds of particular injury types at the different levels of this metric were calculated from logistic regression while controlling for gender, vehicle velocity change (delta V), belted status (optimal, suboptimal, or unrestrained), and crash mode (rollover, rear, frontal, near-side, or far-side). RESULTS: NASS-CDS analysis produced 11,541 occupants age < 19 years with nonmissing data. Age, height, and weight were correlated with one another and with injury patterns. Age demonstrated the best predictive power in injury patterns and was categorized into bins of 0-4 years, 5-9 years, 10-14 years, and 15-18 years. Age was a significant predictor of all 18 injury types evaluated even when controlling for all other confounders and when controlling for age- and gender-specific body mass index (BMI) classifications. Adjusted odds of key injury types with respect to these age categorizations revealed that younger children were at increased odds of sustaining Abbreviated Injury Scale (AIS) 2+ and 3+ head injuries and AIS 3+ spinal injuries, whereas older children were at increased odds of sustaining thoracic fractures, AIS 3+ abdominal injuries, and AIS 2+ upper and lower extremity injuries. CONCLUSIONS: The injury patterns observed across developmental metrics in this study mirror those previously described among children with blunt trauma. This study identifies age as the metric best suited for use in a pediatric AACN algorithm and utilizes 12 years of data to provide quantifiable risks of particular injuries at different levels of this metric. This risk quantification will have important predictive purposes in a pediatric-specific AACN algorithm.


Asunto(s)
Accidentes de Tránsito/estadística & datos numéricos , Algoritmos , Desarrollo Infantil , Pediatría/métodos , Centros Traumatológicos , Triaje/métodos , Heridas y Lesiones/terapia , Escala Resumida de Traumatismos , Adolescente , Niño , Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Modelos Logísticos , Masculino , Reproducibilidad de los Resultados , Estudios Retrospectivos , Medición de Riesgo , Estados Unidos , Heridas y Lesiones/etiología
14.
Ann Surg Oncol ; 23(2): 503-10, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26077915

RESUMEN

INTRODUCTION: Cytoreductive surgery with heated intraperitoneal chemotherapy (CRS/HIPEC) often includes stoma creation. We evaluated the indications, morbidity, and mortality associated with stoma creation and reversal after CRS/HIPEC. METHODS: Retrospective analysis of a prospective database of 1149 CRS-HIPEC procedures was performed. Patient demographics, type of malignancy, comorbidities, Clavien-graded morbidity, mortality, indications for stoma creation, and outcomes of subsequent reversal were abstracted. RESULTS: Sixteen percent (186/1149) of CRS/HIPEC procedures included stoma creation, whereas 1.1 % (11/963) of patients without initial stoma creation developed anastomotic leaks requiring stoma. Patients who required a stoma had worse preoperative performance status (ECOG 0/1: 77.2 vs. 86.1 %, p = 0.002), greater burden of disease (PCI 17.6 vs. 12.9, p < 0.0001), and were more likely to have R2 resections (74.5 vs. 48.8 %, p < 0.0001) than those without stoma creation. Stomas were intended to be permanent in 17.5 % (35/199). Of 164 patients with potentially reversible ostomies, only 26.2 % (43/164) underwent reversal. Disease progression (43/164, 26.2 %) and death (40/164, 24.3 %) most commonly precluded reversal. After reversal, 27.9 % (12/43) suffered a Clavien I/II morbidity, 27.9 % (12/43) suffered Clavien III/IV morbidity, and 30-day mortality was 4.7 % (2/43). Anastomotic leak occurred after 9 % (3/33) of ileostomy and 10 % (1/10) of colostomy reversals. CONCLUSIONS: Stomas are more common among CRS/HIPEC patients with a high burden of disease and poor functional status. Reversal is uncommon and is associated with significant major morbidity. Preoperative counseling for those with high disease burden and poor functional status should include the risk of permanent stoma.


Asunto(s)
Neoplasias Peritoneales/patología , Estomas Peritoneales/patología , Biomarcadores de Tumor/análisis , Terapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Técnicas para Inmunoenzimas , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias Peritoneales/cirugía , Neoplasias Peritoneales/terapia , Estomas Peritoneales/cirugía , Pronóstico , Estudios Prospectivos , Estudios Retrospectivos , Tasa de Supervivencia
15.
Traffic Inj Prev ; 16 Suppl 2: S201-8, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26436233

RESUMEN

OBJECTIVE: Survival risk ratios (SRRs) and their probabilistic counterpart, mortality risk ratios (MRRs), have been shown to be at odds with Abbreviated Injury Scale (AIS) severity scores for particular injuries in adults. SRRs have been validated for pediatrics but have not been studied within the context of pediatric age stratifications. We hypothesized that children with similar motor vehicle crash (MVC) injuries may have different mortality risks (MR) based upon developmental stage and that these MRs may not correlate with AIS severity. METHODS: The NASS-CDS 2000-2011 was used to define the top 95% most common AIS 2+ injuries among MVC occupants in 4 age groups: 0-4, 5-9, 10-14, and 15-18 years. Next, the National Trauma Databank 2002-2011 was used to calculate the MR (proportion of those dying with an injury to those sustaining the injury) and the co-injury-adjusted MR (MRMAIS) for each injury within 6 age groups: 0-4, 5-9, 10-14, 15-18, 0-18, and 19+ years. MR differences were evaluated between age groups aggregately, between age groups based upon anatomic injury patterns and between age groups on an individual injury level using nonparametric Wilcoxon tests and chi-square or Fisher's exact tests as appropriate. Correlation between AIS and MR within each age group was also evaluated. RESULTS: MR and MRMAIS distributions of the most common AIS 2+ injuries were right skewed. Aggregate MR of these most common injuries varied between the age groups, with 5- to 9-year-old and 10- to 14-year-old children having the lowest MRs and 0- to 4-year-old and 15- to 18-year-old children and adults having the highest MRs (all P <.05). Head and thoracic injuries imparted the greatest mortality risk in all age groups with median MRMAIS ranging from 0 to 6% and 0 to 4.5%, respectively. Injuries to particular body regions also varied with respect to MR based upon age. For example, thoracic injuries in adults had significantly higher MRMAIS than such injuries among 5- to 9-year-olds and 10- to 14-year-olds (P =.04; P <.01). Furthermore, though AIS was positively correlated with MR within each age group, less correlation was seen for children than for adults. Large MR variations were seen within each AIS grade, with some lower AIS severity injuries demonstrating greater MRs than higher AIS severity injuries. As an example, MRMAIS in 0- to 18-year-olds was 0.4% for an AIS 3 radius fracture versus 1.4% for an AIS 2 vault fracture. CONCLUSIONS: Trauma severity metrics are important for outcome prediction models and can be used in pediatric triage algorithms and other injury research. Trauma severity may vary for similar injuries based upon developmental stage, and this difference should be reflected in severity metrics. The MR-based data-driven determination of injury severity in pediatric occupants of different age cohorts provides a supplement or an alternative to AIS severity classification for pediatric occupants in MVCs.


Asunto(s)
Escala Resumida de Traumatismos , Accidentes de Tránsito/mortalidad , Desarrollo Infantil , Heridas y Lesiones/mortalidad , Accidentes de Tránsito/estadística & datos numéricos , Adolescente , Adulto , Distribución por Edad , Niño , Preescolar , Traumatismos Craneocerebrales/mortalidad , Bases de Datos Factuales , Fracturas Óseas/mortalidad , Humanos , Lactante , Recién Nacido , Medición de Riesgo , Traumatismos Torácicos/mortalidad , Heridas y Lesiones/etiología
16.
J Pediatr Surg ; 50(6): 1024-7, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25841282

RESUMEN

BACKGROUND: Parental, familial, and demographic risk factors for nonaccidental trauma (NAT) have been well-studied, but neonatal factors, such as comorbidities and prematurity have not. We assess the correlation of these factors with NAT. METHODS: A total of 234 cases of NAT and 287 cases of accidental trauma (AT) among children <1 year were identified in a trauma registry. Known risk factors for NAT, gestational age, and neonatal comorbidities were abstracted from medical records. Chi-square analysis and logistic regression evaluated the association of prematurity and comorbidities with NAT compared to AT with and without controlling for confounders. RESULTS: Children treated for NAT were younger than those treated for AT and were more likely to have younger parents with substance abuse issues. Prematurity, major comorbidities, and minor comorbidities were more common in those treated after NAT than after AT (24.8% vs 12.7%, p=0.0004; 25.6% vs 7.2%, p<0.0001, and 42.6% vs 29.3%, p=0.0014, respectively). After model adjustments for other risk factors, major comorbidity remained a significant risk factor for NAT compared to AT, with an adjusted odds ratio of 4.37 (p<0.0001). CONCLUSIONS: Among other risk factors, neonatal factors predict a child's risk for abuse. We have an opportunity for targeted preventive interventions among this at-risk population.


Asunto(s)
Accidentes/estadística & datos numéricos , Maltrato a los Niños/estadística & datos numéricos , Enfermedades del Prematuro/epidemiología , Heridas y Lesiones/etiología , Comorbilidad , Femenino , Humanos , Lactante , Recién Nacido , Recien Nacido Prematuro , Modelos Logísticos , Masculino , Oportunidad Relativa , Sistema de Registros , Estudios Retrospectivos , Factores de Riesgo , Estados Unidos/epidemiología , Heridas y Lesiones/epidemiología
17.
J Am Coll Surg ; 220(3): 305-312.e3, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25601658

RESUMEN

BACKGROUND: Injury severity alone is a poor indicator of the time sensitivity of injuries. The purpose of the study was to quantify the urgency with which the most frequent motor vehicle crash injuries require treatment, according to expert physicians. STUDY DESIGN: The time sensitivity was quantified for the top 95% most frequently occurring Abbreviated Injury Scale (AIS) 2+ injuries in the National Automotive Sampling System-Crashworthiness Data System (NASS-CDS) 2000-2011. A Time Sensitivity Score was developed using expert physician survey data in which physicians were asked to determine whether a particular injury should go to a Level I/II trauma center and the urgency with which that injury required treatment. RESULTS: When stratifying by AIS severity, the mean Time Sensitivity Score increased with increasing AIS severity. The mean Time Sensitivity Scores by AIS severity were as follows: 0.50 (AIS 2); 0.78 (AIS 3); 0.92 (AIS 4); 0.97 (AIS 5); and 0.97 (AIS 6). When stratifying by anatomical region, the head, thorax, and abdomen were the most time sensitive. CONCLUSIONS: Appropriate triage depends on multiple factors, including the severity of an injury, the urgency with which it requires treatment, and the propensity of a significant injury to be missed. The Time Sensitivity Score did not correlate highly with the widely used AIS severity scores, which highlights the inability of AIS scores to capture all aspects of injury severity. The Time Sensitivity Score can be useful in Advanced Automatic Crash Notification systems for identifying highly time sensitive injuries in motor vehicle crashes requiring prompt treatment at a trauma center.


Asunto(s)
Accidentes de Tránsito , Índices de Gravedad del Trauma , Triaje/métodos , Heridas y Lesiones/diagnóstico , Algoritmos , Actitud del Personal de Salud , Técnicas de Apoyo para la Decisión , Encuestas de Atención de la Salud , Humanos , Modelos Lineales , Factores de Tiempo , Heridas y Lesiones/terapia
18.
Ann Surg Oncol ; 22(5): 1645-50, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25120249

RESUMEN

BACKGROUND: Left upper quadrant involvement by peritoneal surface disease (PSD) may require distal pancreatectomy (DP) to obtain complete cytoreduction. Herein, we study the impact of DP on outcomes of cytoreductive surgery and hyperthermic intraperitoneal chemotherapy (CRS/HIPEC). METHODS: Analysis of a prospective database of 1,019 procedures was performed. Malignancy type, performance status, resection status, comorbidities, Clavien-graded morbidity, mortality, and overall survival were reviewed. RESULTS: DP was a component of 63 CRS/HIPEC procedures, of which 63.3 % had an appendiceal primary. While 30-day mortality between patients with and without DP was no different (2.6 vs. 3.2 %; p = 0.790), 30-day major morbidity was worse in patients receiving a DP (30.2 vs. 18.8 %; p = 0.031). Pancreatic leak rate was 20.6 %. Intensive care unit days and length of stay were longer in DP versus non-DP patients (4.6 vs. 3.5 days, p = 0.007; and 22 vs. 14 days, p < 0.001, respectively). Thirty-day readmission was similar for patients with and without DP (29.2 vs. 21.1 %; p = 0.205). Median survival for low-grade appendiceal cancer (LGA) patients requiring DP was 106.9 months versus 84.3 months when DP was not required (p = 0.864). All seven LGA patients undergoing complete cytoreduction inclusive of DP were alive at the conclusion of the study (median follow-up 11.8 years). CONCLUSIONS: CRS/HIPEC including DP is associated with a significant increase in postoperative morbidity but not mortality. Survival was similar for patients with LGA whether or not DP was performed. Thus, the need for a DP should not be considered a contraindication for CRS/HIPEC procedures in LGA patients when complete cytoreduction can be achieved.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Procedimientos Quirúrgicos de Citorreducción/mortalidad , Hipertermia Inducida/mortalidad , Recurrencia Local de Neoplasia/mortalidad , Neoplasias/mortalidad , Pancreatectomía/mortalidad , Neoplasias Peritoneales/mortalidad , Quimioterapia Adyuvante , Quimioterapia del Cáncer por Perfusión Regional , Terapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/patología , Recurrencia Local de Neoplasia/terapia , Estadificación de Neoplasias , Neoplasias/patología , Neoplasias/terapia , Neoplasias Peritoneales/secundario , Neoplasias Peritoneales/terapia , Pronóstico , Estudios Prospectivos , Tasa de Supervivencia
19.
Ann Surg Oncol ; 22(5): 1634-8, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25120252

RESUMEN

BACKGROUND: Patients with peritoneal surface disease (PSD) often present with synchronous hepatic involvement (HI). The impact of addressing the hepatic component during CRS/HIPEC on operative and survival outcomes is not clearly defined. METHODS: A prospective database of 1,067 procedures was reviewed based on primary tumor, performance status, resection status, type of liver involvement (superficial or parenchymal) and hepatic resection, morbidity, mortality, and overall survival. RESULTS: There were 108 (10 %) CRS/HIPEC procedures performed with synchronous liver debulking in 99 patients with PSD from 27 (33 %) appendiceal and 32 (39 %) colorectal primary lesions. Ninety percent of patients underwent subsegmental hepatic resection, whereas 22 % had disease with hepatic parenchymal involvement. Median intensive care unit (ICU) and hospital stay were 3.5 and 13.6 days, respectively. Clavien grade III/IV morbidity was similar for patients with or without resected HI (18.9 vs. 22.5 %; p = 0.39). The 30-day mortality rate was 6.5 and 2.8 % (p = 0.07) for patients with and without resected HI, respectively. The median survival for all patients with low-grade appendiceal cancer was 42.1 months with resected HI and 95.5 months without HI (p = 0.03). Median survival for colorectal cancer patients after complete cytoreduction was 21.2 months with HI versus 33.6 months without HI (p = 0.03). CONCLUSIONS: Synchronous resection of limited HI does not increase the morbidity or mortality of CRS/HIPEC procedures. The survival benefit, although still meaningful, was less for patients with HI. Resectable low volume HI in patients with PSD from colon and appendiceal primary lesions should not be considered a contraindication for CRS/HIPEC procedures.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Procedimientos Quirúrgicos de Citorreducción , Hipertermia Inducida , Neoplasias Hepáticas/terapia , Recurrencia Local de Neoplasia/terapia , Neoplasias/terapia , Neoplasias Peritoneales/terapia , Quimioterapia Adyuvante , Quimioterapia del Cáncer por Perfusión Regional , Terapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Neoplasias Hepáticas/mortalidad , Neoplasias Hepáticas/secundario , Metástasis Linfática , Masculino , Persona de Mediana Edad , Invasividad Neoplásica , Recurrencia Local de Neoplasia/mortalidad , Recurrencia Local de Neoplasia/patología , Estadificación de Neoplasias , Neoplasias/mortalidad , Neoplasias/patología , Neoplasias Peritoneales/mortalidad , Neoplasias Peritoneales/secundario , Pronóstico , Estudios Prospectivos , Tasa de Supervivencia
20.
Clin Orthop Relat Res ; 473(1): 297-304, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-25115589

RESUMEN

BACKGROUND: While most motor vehicle crash (MVC)-related injuries have been decreasing, one study showed increases in MVC-related spinal fractures from 1994 to 2002 in Wisconsin. To our knowledge, no studies evaluating nationwide trends of MVC-related thoracolumbar spine injuries have been published. Such fractures can cause pain, loss of functionality or even death. If the incidence of such injuries is increasing, it may provide a motive for reassessment of current vehicle safety design. QUESTIONS/PURPOSES: We questioned whether the incidence of thoracolumbar spine injuries increased in the United States population with time (between 1998 and 2011), and if there was an increased incidence of thoracolumbar injuries, whether there were identifiable compensatory "trade-off injury" patterns, such as reductions in sacropelvic injuries. PATIENTS AND METHODS: Institutional review board approval was obtained for retrospective review of three national databases: the National Trauma Databank® (NTDB®), 2002-2006, National Automotive Sampling System (NASS), 2000-2011, and National Inpatient Sample (NIS), 1998-2007. In each database, the total number of MVC-related injuries and the number of MVC-related thoracolumbar injuries per year were identified using appropriate Abbreviated Injury Scale (AIS) or ICD-9 codes. Sacropelvic injuries also were identified to evaluate their potential as trade-off injuries. Poisson regression models adjusting for age were used to analyze trends in the data with time. RESULTS: All databases showed increases in MVC-related thoracolumbar spine injuries when adjusting for age with time. These age-adjusted relative annual percent increases ranged from 8.22% (95% CI, 5.77%-10.72%; p<0.001) using AIS of 2 or more (AIS2 +) injury codes in the NTDB®, 8.59% (95% CI, 5.88%-11.37%; p<0.001) using ICD-9 codes in the NTDB®, 8.12% (95% CI, 7.20%-9.06%; p<0.001) using ICD-9 codes in the NIS, and 8.10 % (95% CI 5.00%-11.28%; p<0.001) using AIS2+ injury codes in the NASS. As these thoracolumbar injuries have increased, there has been no consistent trend toward a compensatory reduction in terms of sacropelvic injuries. CONCLUSIONS: While other studies have shown that rates of many MVC-related injuries are declining with time, our data show increases in the incidence of thoracolumbar injury. Although more sensitive screening tools likely have resulted in earlier and increased recognition of these injuries, it cannot be stated for certain that this is the only driver of the increased incidence observed in this study. As seatbelt use has continued to increase, this trend may be the result of thoracolumbar injuries as trade-offs for other injuries, although in our study we did not see a compensatory decrease in sacropelvic injuries. Investigation evaluating the root of this pattern is warranted.


Asunto(s)
Accidentes de Tránsito/tendencias , Vértebras Lumbares/lesiones , Traumatismos Vertebrales/epidemiología , Vértebras Torácicas/lesiones , Escala Resumida de Traumatismos , Adolescente , Adulto , Distribución por Edad , Factores de Edad , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Bases de Datos Factuales , Humanos , Incidencia , Lactante , Recién Nacido , Clasificación Internacional de Enfermedades , Modelos Lineales , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Traumatismos Vertebrales/diagnóstico , Factores de Tiempo , Estados Unidos/epidemiología , Adulto Joven
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