Combat injury

  • 文章类型: Journal Article
    背景:由于软组织缺损和高并发症风险,由战斗损伤引起的下颌骨缺损的重建对于临床医生而言具有挑战性。这项研究评估了使用非血管化the骨移植物(NVICG)重建战斗损伤患者下颌骨连续缺损的结果。
    方法:通过高速剂获得的连续下颌骨缺损患者,接受或不接受无微血管软组织或局部皮瓣的NVICG重建的患者,包括在研究中。结果变量是由于术后并发症或完全(超过90%)吸收引起的移植物丢失。主要预测变量是受管区的软组织缺损。次要预测变量是缺损的长度。与患者相关的变量,缺陷部位,手术,和其他并发症也进行了评估。采用独立样本t检验进行统计分析。Pearson的卡方检验和Fisher的精确检验,显著性水平为P<0.05。结果:该研究包括24例患者,27例下颌骨缺损。总的来说,重建的总成功率为59.3%。软组织缺损与移植失败及其他并发症显著相关(p<0.05),主要与软组织缺损有关。即使在较小的软组织缺损中,移植成功率也仅为14.3%。反过来,在有足够软组织覆盖的重建中,75.0%的移植物存活。此外,重建延迟较多的患者移植失败明显少于早期手术的患者(p<0.05).在缺损大小和并发症之间没有发现关联。
    结论:足够的软组织覆盖对于重建由战斗损伤引起的下颌骨缺损至关重要。此外,较小的软组织缺损应该用软组织皮瓣覆盖,以避免这些特定损伤的并发症和移植物丢失。如果软组织覆盖足够,甚至可以用NIVICG重建大的缺陷。
    BACKGROUND: Reconstruction of mandibular defects caused by combat injuries is challenging for clinicians due to soft tissue defects and high complication risk. This study evaluated the outcomes of mandibular continuous defects reconstruction with non-vascularized iliac crest graft (NVICG) in patients with combat injuries.
    METHODS: Patients with continuous mandibular defects acquired by high-velocity agents, who received NVICG reconstruction with or without microvascular-free soft tissue or regional flaps, were included in the study. The outcome variable was graft loss due to postoperative complications or full (more than 90 %) resorption. The primary predictor variable was soft tissue defect in the recipient area. The secondary predictor variable was the length of the defect. Variables related to patients, defect site, surgery, and other complications were also evaluated. Statistical analysis was performed with the usage of independent sample t-test, Pearson\'s chi-squared and Fisher\'s exact tests with a significance level of P < 0.05 RESULTS: The study included 24 patients with 27 mandibular defects. Overall, the general success rate of reconstructions was 59.3 %. Soft tissue defects were significantly associated with graft failure and other complications (p < 0.05), which were mostly related to soft tissue defects. The graft success rate was only 14.3 % even in minor soft tissue defects. In turn, in reconstructions with sufficient soft tissue coverage, the graft survived in 75.0 % of the cases. In addition, patients with more delayed reconstruction had significantly fewer graft failures than those with earlier surgery (p < 0.05). No associations were found between defect size and complications.
    CONCLUSIONS: The sufficient soft tissue coverage is essential in the reconstruction of mandibular defects caused by combat injuries. Also, minor soft tissue defects should be covered with soft tissue flaps to avoid complications and graft loss in these specific injuries. Even large defects can be reconstructed with NIVICG if the soft tissue coverage is sufficient.
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  • 文章类型: Journal Article
    目的:战斗四肢伤口很容易受到靠近战士的环境的污染,导致潜在的有害结果,如感染和伤口愈合延迟。因此,这种环境的微生物监测是必要的,以帮助提高军事安全和准备通过临床诊断,治疗方案,和统一的材料设计。
    Combat extremity wounds are highly susceptible to contamination from surrounding environmental material. This bioburden could be partially transferred from materials in immediate proximity to the wound, including fragments of the uniform and gear. However, the assessment of the microbial bioburden present on military gear during operational conditions of deployment or training is relatively unexplored. Opportunistic pathogens that can survive on gear represent risk factors for infection following injury, especially following combat blasts, where fibers and other materials are embedded in wounded tissue. We utilized 16S rRNA sequencing to assess the microbiome composition of different military gear types (boot, trouser, coat, and canteen) from two operational environments (training in Hawai\'i and deployed in Indonesia) across time (days 0 and 14). We found that microbiome diversity, stability, and composition were dependent on gear type, training location, and sampling timepoint. At day 14, species diversity was significantly higher in Hawai\'i samples compared to Indonesia samples for boot, coat, and trouser swabs. In addition, we observed the presence of potential microbial risk factors, as opportunistic pathogenic species, such as Acinetobacter, Pseudomonas, and Staphylococcus, were found to be present in all sample types and in both study sites. These study outcomes will be used to guide the design of antimicrobial materials and uniforms and for infection control efforts following combat blasts and other injuries, thereby improving treatment guidance during military training and deployment.IMPORTANCECombat extremity wounds are vulnerable to contamination from environments of proximity to the warfighter, leading to potential detrimental outcomes such as infection and delayed wound healing. Therefore, microbial surveillance of such environments is necessary to aid the advancement of military safety and preparedness through clinical diagnostics, treatment protocols, and uniform material design.
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  • 文章类型: Journal Article
    (1)背景:军事人员和退伍军人遇到独特的健康挑战,这些挑战源于他们的服务经验的复杂相互作用,战争的本质,以及他们与军事和民用医疗系统的互动。这项研究旨在检查该人群特有的无数伤害和医疗状况,包括身体和心理创伤。(2)方法:进行了范围审查(系统搜索和非系统审查),以评估军事医疗保健的当前格局。(3)结果:确定了损伤曲线随时间的显着变化,与作战战略的转变和先进技术在战争中的整合有关。对各种化学或天然试剂的环境暴露进一步使服务人员的健康复杂化。此外,他们面临的压力,从常规压力到创伤经历,导致各种心理健康挑战。一个主要问题是医疗保健的可及性和质量方面的差距,由于平民医疗保健系统满足这些独特需求的能力和军事医疗保健系统的局限性而面临的挑战,情况进一步恶化。(4)结论:这篇综述强调了全面、综合护理方法,严谨的研究,和有针对性的干预措施,以更好地满足军事人员和退伍军人的健康需求。
    (1) Background: Military personnel and veterans meet unique health challenges that stem from the complex interplay of their service experiences, the nature of warfare, and their interactions with both military and civilian healthcare systems. This study aims to examine the myriad of injuries and medical conditions specific to this population, encompassing physical and psychological traumas. (2) Methods: A scoping review (systematic search and non-systematic review) was performed to evaluate the current landscape of military healthcare. (3) Results: A significant change in the injury profile over time is identified, linked to shifts in combat strategies and the integration of advanced technologies in warfare. Environmental exposures to diverse chemical or natural agents further complicate the health of service members. Additionally, the stressors they face, ranging from routine stress to traumatic experiences, lead to various mental health challenges. A major concern is the gap in healthcare accessibility and quality, worsened by challenges in the civilian healthcare system\'s capacity to address these unique needs and the military healthcare system\'s limitations. (4) Conclusions: This review underscores the need for holistic, integrated approaches to care, rigorous research, and targeted interventions to better serve the health needs of military personnel and veterans.
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  • 文章类型: Journal Article
    当前用于战斗伤口的诊断和临床管理策略是基于专家临床医生做出的决定。然而,即使在经验丰富的外科医生手中,战伤造成的伤口可能会出现愈合失败和并发症,这与快速全面生成诊断信息的局限性有关。先前的研究已经证明可能使用基因组测序方法来检测参与战斗伤亡护理的微生物特征。虽然有效,整个宏基因组测序受到可靠检测所有相关特征所需深度的限制.为了解决这个问题,我们开发了一个靶向捕获测序小组来检测与伤口愈合相关的微生物特征.这些目标包括已知的微生物医院病原体,伤口定植者,以及与毒力和抗菌素耐药性有关的基因。建立了生物信息学管道以鉴定感兴趣的基因组区域,并设计了8,000多个寡核苷酸探针用于捕获。使用人类背景中的对照参考基因组和来自一群战斗受伤的美国服役人员的伤口流出物样品来合成和验证该组。我们的小组对伤口定植物种很敏感,鲍曼不动杆菌和铜绿假单胞菌,并且在检测微生物群落混合物中存在的相应毒力和抗微生物药物抗性基因以及其他致病物种方面具有特异性。随机森林特征排列证实了不动杆菌和假单胞菌在严重定植伤口和无法愈合的伤口中的患病率,分别。我们的结果证明了靶向测序工具和分析平台能够分析和提供有关影响伤口进展的致病因素的信息。从而指导治疗干预。重要性战斗伤口中的微生物污染可导致机会性感染和不良后果。然而,目前的微生物检测对微生物功能基因的捕获能力有限。这项工作描述了靶向宏基因组测序在描绘伤口生物负载和捕获相关伤口相关特征以用于临床应用中的应用。最终,检测这些特征的能力将有助于指导有关伤口护理和管理的临床决策,并有助于预测伤口结局。
    OBJECTIVE: Microbial contamination in combat wounds can lead to opportunistic infections and adverse outcomes. However, current microbiological detection has a limited ability to capture microbial functional genes. This work describes the application of targeted metagenomic sequencing to profile wound bioburden and capture relevant wound-associated signatures for clinical utility. Ultimately, the ability to detect such signatures will help guide clinical decisions regarding wound care and management and aid in the prediction of wound outcomes.
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  • 文章类型: Case Reports
    该研究的目的是报告乌克兰三名集束弹药受害者的手术治疗效果。一名32岁的妇女和她的儿子-6岁的男性双胞胎-在治疗延迟18天后出现在波兰。所有眼外伤均为双侧。其中一名男孩表现为视网膜完全脱离和创伤后白内障,一只眼睛有角膜缝线,另一只眼睛有创伤后白内障。另一个男孩的一只眼睛已经萎缩,另一只眼睛已经出现玻璃体出血。该妇女患有双侧创伤后白内障,伴有多个玻璃眼内异物(IOFBs)。手术治疗包括白内障手术和三眼人工晶状体植入术,去除一只眼睛的IOFB,和摘除萎缩性眼睛,并植入人工眼,以防止面部组织收缩。视网膜脱离的眼睛接受了平坦部玻璃体切除术,玻璃体出血自行消退.术后,六只眼睛中有四只的视力显着提高。仅在眼球开放损伤和持续性视网膜脱离的眼睛中,最终视力仍然很差。总之,集束弹药可能会导致IOFB的双侧眼外伤,开放和封闭地球的伤害,和严重的视力丧失,如果不治疗。现代眼科手术可改善IOL视力,并解决严重战伤后的眼睛问题。
    The aim of the study was to report the effects of surgical treatment of three victims of a cluster munition in Ukraine. A 32-year-old woman and her sons-6-year-old male twins-presented in Poland after 18 days of delay in treatment. All ocular injuries were bilateral. One of the boys presented with total retinal detachment and a post-traumatic cataract as well as corneal sutures in one eye and a post-traumatic cataract in the other eye. The other boy had already developed atrophy in one eye and a vitreous hemorrhage in the other eye. The woman suffered from bilateral post-traumatic cataract with multiple glass intraocular foreign bodies (IOFBs). The surgical treatment included cataract surgery with intraocular lens implantation in three eyes, removal of IOFBs in one eye, and enucleation of the atrophic eye with implantation of an ocular prosthesis preventing constriction of face tissues. The eye with retinal detachment underwent pars plana vitrectomy, and the vitreous hemorrhage resolved itself. Postoperatively, visual acuity improved significantly in four of six eyes. Only in the eye with an open-globe injury and persistent retinal detachment, the final visual acuity was still poor. In conclusion, cluster munition may lead to bilateral ocular trauma with IOFBs, open-and close-globe injuries, and severe vision loss if left untreated. Modern ophthalmic surgery leads to vision with IOL improvement and solving the eyes after severe combat injury.
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  • 文章类型: Review
    长达十年的叙利亚武装冲突造成超过11%的叙利亚人口死亡或受伤。头部和颈部受伤是与战争有关的创伤的最常见原因,其中大约一半是脑损伤。有关叙利亚脑外伤受害者的报道来自邻国;然而,叙利亚医院都没有。这项研究旨在报告叙利亚首都与战争有关的创伤性脑损伤。
    我们在2014年至2017年期间在大马士革医院进行了一项回顾性队列研究,大马士革最大的公立医院,叙利亚。目标患者是与战斗有关的创伤性脑损伤的受害者,他们活着到达并被送往神经外科或其他部门,但随后是神经外科团队。收集的数据包括机制,type,和损伤部位基于影像学表现;侵入性干预措施的类型;重症监护病房(ICU)入院;以及入院和出院时的神经状况,包括几种严重程度量表。
    我们的样本包括195名患者;其中96名是男性年轻人,除了40名女性和61名儿童。127例(65%)由弹片造成损伤,其余的枪声,其中大多数(91%)具有穿透性。六十八名病人(35%)被送进ICU,56(29%)接受了手术。有49例患者(25%)出院时出现神经功能缺损,住院期间死亡率为33%。死亡率和神经功能缺损与临床和影像学严重程度评分的较高值显着相关。
    这项研究捕获了叙利亚平民和武装人员与战争有关的脑损伤的全部频谱,而无需延迟将患者运送到邻国。虽然入院时受伤的临床表现不像以前的报告那样严重,资源不足(即,呼吸机和手术室)以及缺乏类似伤害的经验可能会导致更高的死亡率。临床和影像学严重程度量表可以为识别生存率低的病例提供便利的工具,尤其是在个人和身体资源短缺的情况下。
    The decade-long Syrian armed conflict killed or injured more than 11% of the Syrian population. Head and neck injuries are the most frequent cause of war-related trauma, about half of which are brain injuries. Reports about Syrian brain trauma victims were published from neighboring countries; However, none are available from Syrian hospitals. This study aims to report war-related traumatic brain injuries from the Syrian capital.
    We conducted a retrospective cohort study between 2014 and 2017 at Damascus Hospital, the largest public hospital in Damascus, Syria. Target patients were the victims of combat-related traumatic brain injuries who arrived alive and were admitted to the neurosurgery department or to another department but followed by the neurosurgery team. The collected data included the mechanism, type, and site of injury based on imaging findings; types of invasive interventions; intensive-care unit (ICU) admissions; as well as neurological status at admission and discharge including several severity scales.
    Our sample consisted of 195 patients; Ninety-six of them were male young adults, in addition to 40 females and 61 children. Injuries were caused by shrapnel in 127 (65%) cases, and by gunshots in the rest, and most of them (91%) were penetrating. Sixty-eight patients (35%) were admitted to the ICU, and 56 (29%) underwent surgery. Neurological impairment was reported in 49 patients (25%) at discharge, and the mortality rate during hospitalization was 33%. Mortality and neurological impairment associated significantly with higher values on clinical and imaging severity scores.
    This study captured the full spectrum of war-related brain injuries of civilians and armed personnel in Syria without the delay required to transport patients to neighboring countries. Although the clinical presentation of injuries at admission was not as severe as that in previous reports, the inadequate resources (i.e., ventilators and operation rooms) and the lack of previous experience with similar injuries might have resulted in the higher mortality rate. Clinical and imaging severity scales can provide a handy tool in identifying cases with low probability of survival especially with the shortage of personal and physical resources.
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  • 文章类型: English Abstract
    The review examines the features of neurological disorders that develop in a contingent of people staying in war zones, extreme conditions and emergency situations. The structure of combat injuries is currently dominated by shrapnel and mine-explosive head injuries, craniocerebral trauma, compression and concussion of the brain. Traumatic wounds and features of military service in conditions of high risk and extreme physical exertion are accompanied by asthenia, cognitive disorders and mental disorders of varying severity. Substantiated is the use of Cortexin in craniocerebral and combined combat injuries received by military personnel and civilians in the centers of hostilities; with asthenic and anxiety-depressive disorders, cognitive impairment, sleep disorders, as well as to increase the body\'s resistance to adverse and extreme effects.
    В обзоре рассматриваются особенности неврологических нарушений, развивающихся у лиц, пребывающих в зонах боевых действий, экстремальных условий и чрезвычайных ситуаций. В структуре боевой травмы в настоящее время преобладают осколочные и минно-взрывные повреждения головы, черепно-мозговая травма (ЧМТ; сотрясение, ушиб и сдавление головного мозга). Травматические повреждения и особенности несения боевой службы в условиях высокого риска и максимальных физических нагрузок сопровождаются астенией, когнитивными нарушениями, психическими расстройствами различной степени тяжести. Обосновано применение Кортексина при ЧМТ и сочетанных боевых травмах; при астенических и тревожно-депрессивных расстройствах, когнитивных нарушениях, расстройствах сна, а также для повышения резистентности организма к неблагоприятным и экстремальным воздействиям.
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  • 文章类型: Journal Article
    背景:由于大量失血,股骨干骨折(FSF)被认为是潜在的危及生命的损伤。然而,这些损伤很少是失血性休克的唯一原因。FSF院前管理的临床实践指南不一致,特别是关于牵引夹板的使用和时机,这是假设,以减少出血。我们试图理解FSF和休克之间的联系,并确定FSF伤亡者的休克危险因素。
    方法:这是以色列国防军(IDF)医疗队在2000年至2020年间接受治疗并遭受孤立FSF的创伤伤亡的回顾性分析。以色列国防军医疗队创伤登记处的院前数据与以色列国家创伤登记处的住院数据合并。通过排除其他解剖区域的损伤严重程度评分≥16和缩写损伤量表≥3的人员伤亡来分析孤立的FSF。休克定义为收缩压≤90mmHg和/或心率≥130次/分钟。对孤立的FSF受伤的休克中的人员伤亡进行了病例系列审查。进行多变量逻辑回归以评估与休克相关的损伤特征。
    结果:在研究期间,我们确定了213例FSF患者(4.9%),其中129例为孤立性损伤.总的来说,9.9%和26.3%的伤亡人员同时胸部和腹部受伤,分别。大多数FSF是由于机动车事故(60.1%),而冲击则为17.1%。在孤立的FSF患者中,枪伤和爆炸伤机制普遍(65.0%),严重休克占8.5%。72.7%的孤立的FSF休克患者存在开放性骨折。开放性FSF损伤的特点是院前出血,难以控制。在多变量逻辑回归模型中,严重的合并损伤与休克几率增加相关.
    结论:当FSF是主要损伤时,休克很少出现。此类伤亡者主要患有开放式FSF,这可能难以控制大腿出血。我们的发现不支持紧急的院前腿部牵引夹板,这可能导致延迟后送至最终护理。应调查休克和FSF的其他出血来源。对于怀疑有休克或持续大腿出血的FSF损伤,应保留腿部牵引夹板。
    BACKGROUND: Femur shaft fractures (FSF) are perceived as potentially life-threatening injuries due to significant blood loss. However, these injuries are rarely the sole cause of hemorrhagic shock. Clinical practice guidelines for the prehospital management of FSF are inconsistent, especially concerning the use and timing of traction splinting which is postulated to reduce bleeding. We sought to understand the association between FSF and shock, and identify risk factors for shock among casualties with FSF.
    METHODS: This is a retrospective analysis of trauma casualties treated by Israeli Defense Forces (IDF) medical teams between the years 2000-2020 and suffering from isolated FSF. Prehospital data from the IDF-Medical Corps Trauma Registry was merged with hospitalization data from the Israeli National Trauma Registry. Isolated FSF was analyzed by excluding casualties with an Injury Severity Score ≥ 16 and an Abbreviated Injury Scale ≥ 3 in other anatomical regions. Shock was defined as systolic blood pressure ≤ 90 mmHg and/or heart rate ≥ 130 beats per minute. A case series review was performed for casualties in shock with isolated FSF injuries. Multivariable logistic regression was performed to assess for injury characteristics associated with shock.
    RESULTS: During the study period, we identified 213 patients with FSF (4.9%) of which 129 were isolated injuries. Overall, 9.9% and 26.3% of casualties had concurrent thoracic and abdominal injuries, respectively. Most FSF were due to motor vehicle accidents (60.1%) and shock was present in 17.1%. In isolated FSF patients, gunshot and explosive injury mechanisms were prevalent (65.0%) with severe shock being present in 8.5%. Open fractures were present in 72.7% of isolated FSF patients in shock. Open FSF injuries were characterized by prehospital bleeding which was difficult to control. In a multivariable logistic regression model, severe concomitant injuries were associated with increased odds of shock.
    CONCLUSIONS: Shock rarely presents when FSF is the primary injury. Such casualties predominantly suffer from open FSF which may present as difficult to control thigh bleeding. Our findings do not support urgent prehospital leg traction splinting which may result in delayed evacuation to definitive care. Casualties with shock and FSF should be investigated for other sources of bleeding. Leg traction splinting should be reserved for suspected FSF injuries with shock or persistent thigh bleeding.
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  • 文章类型: Journal Article
    改善恐怖袭击造成的伤害的护理需要了解武装冲突中的伤害机制。这项研究的目的是确定由于城市环境中的恐怖袭击而导致的胸腹战斗伤害的军事人员的伤害特征。
    对2015年6月至2016年12月期间在土耳其各个城市地区因恐怖相关伤害在初级医疗机构治疗并稳定后被转诊至三级医疗中心的胸腹伤军事人员进行了回顾性研究。
    本研究共纳入70例患者,其中87.1%的人被炸药炸伤,12.9%(n=9)有枪伤(GSW)。平均损伤严重度评分(ISS)为21分,输血量为3.7单位,死亡率为8.5%。受爆炸物伤害的病人最常见的是腹部和四肢受伤(31.1%),而在GSWs患者中观察到孤立的腹部损伤(55.6%)。损伤机制和国际空间站之间没有显着差异,输血,和死亡率(分别为p=0.635,p=0.634和p=0.770)。在ISS和输血量之间观察到显著的相关性(r=0.548,p<0.001)。高ISS患者和大量输血患者的死亡率明显较高(分别为p=0.004和p<0.001)。
    爆炸伤害,伴随血管损伤,高国际空间站,需要大量输血增加了城市战斗伤害的死亡率。快速识别高危患者,提高伤情护理水平,使用预测模型或评分系统至关重要。
    UNASSIGNED: Improving the care of injuries resulting from terrorist attacks requires understanding injury mechanisms in armed conflicts. The aim of this study was to identify injury characteristics in military personnel with thoracoabdominal combat injuries resulting from terrorist attacks in urban settings.
    UNASSIGNED: A retrospective study of military personnel with thoracoabdominal injuries who were referred to a tertiary center after treating and stabilizing at a primary healthcare organization due to terror-related injuries in various urban regions of Turkey between June 2015 and December 2016 was performed.
    UNASSIGNED: A total of 70 patients were included in this study, of whom 87.1% were injured by explosives and 12.9% (n= 9) had gunshot wounds (GSWs). Mean injury severity score (ISS) was 21, blood transfusion amount was 3.7 units, and mortality rate was 8.5%. Patients injured by explosives had most commonly abdominal and extremity injuries (31.1%), whereas isolated abdominal injuries (55.6%) were observed among patients with GSWs. There were no significant differences between the mechanisms of injuries and the ISS, blood transfusion, and mortality (p= 0.635, p= 0.634, and p= 0.770, respectively). A significant correlation was observed between the ISS and transfusion amounts (r= 0.548, p <0.001). Mortality was significantly higher in those with a high ISS and those undergoing massive blood transfusions (p= 0.004 and p <0.001, respectively).
    UNASSIGNED: Explosive injuries, concomitant vascular injuries, high ISS, and the need for massive transfusions increased the mortality rate in urban combat injuries. To quickly identify high-risk patients and improve the care of injuries, it is essential to use predictive models or scoring systems.
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  • 文章类型: Journal Article
    OBJECTIVE: The purpose of this study was to identify symptom profiles among U.S. military personnel within 1 year after combat injury and assess the relationship between the symptom profiles and long-term quality of life (QoL).
    METHODS: The study sample consisted of 885 military personnel from the Expeditionary Medical Encounter Database who completed (1) a Post-Deployment Health Assessment (PDHA) within 1 year following combat injury in Iraq or Afghanistan, and (2) a survey for the Wounded Warrior Recovery Project (WWRP), a longitudinal study tracking patient-reported outcomes (e.g., QoL) in injured military personnel. Fifteen self-reported symptoms from the PDHA were assessed using latent class analysis to develop symptom profiles. Multivariable linear regression assessed the predictive effect of symptom profiles on QoL using the physical (PCS) and mental (MCS) component summary scores from the 36-Item Short Form Survey included in the WWRP. Time between PDHA and WWRP survey ranged from 4.3 to 10.5 years (M = 6.6, SD = 1.3).
    RESULTS: Five distinct symptom profiles were identified: low morbidity (50.4%), multimorbidity (15.6%), musculoskeletal (14.0%), psycho-cognitive (11.1%), and auditory (8.9%). Relative to low morbidity, the multimorbidity (β =  - 5.45, p < 0.001) and musculoskeletal (β =  - 4.23, p < 0.001) profiles were associated with lower PCS, while the multimorbidity (β =  - 4.25, p = 0.002) and psycho-cognitive (β =  - 3.02, p = 0.042) profiles were associated with lower MCS.
    CONCLUSIONS: Multimorbidity, musculoskeletal, and psycho-cognitive symptom profiles were the strongest predictors of lower QoL. These profiles can be employed during screening to identify at-risk service members and assist with long-term clinical planning, while factoring in patient-specific impairments and preferences.
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