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1.
J Vasc Surg ; 73(4): 1304-1313, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-32987146

RESUMO

OBJECTIVE: The use of temporary intravascular shunts (TIVSs) allow for restoration of distal perfusion and reduce ischemic time in the setting of arterial injury. As a damage control method, adjunct shunts restore perfusion during treatment of life-threatening injuries, or when patients require evacuation to a higher level of care. Single-center reports and case series have demonstrate that TIVS use can extend the opportunity for limb salvage. However, few multi-institutional studies on the topic have been reported. The objective of the present study was to characterize TIVS use through a multi-institutional registry and define its effects on early limb salvage. METHODS: Data from the Prospective Observation Vascular Injury Treatment registry was analyzed. Civilian patients aged ≥18 years who had sustained an extremity vascular injury from September 2012 to November 2018 were included. Patients who had a TIVS used in the management of vascular injury were included in the TIVS group and those who had received treatment without a TIVS served as the control group. An unadjusted comparison of the groups was conducted to evaluate the differences in the baseline and outcome characteristics. Double robust estimation combining logistic regression with propensity score matching was used to evaluate the effect of TIVS usage on the primary end point of limb salvage. RESULTS: TIVS use was identified in 78 patients from 24 trauma centers. The control group included 613 patients. Unmatched analysis demonstrated that the TIVS group was more severely injured (mean ± standard deviation injury severity score, 18.83 ± 11.76 for TIVS vs 14.93 ± 10.46 for control; P = .002) and had more severely mangled extremities (mean ± standard deviation abbreviated injury scale, extremity, score 3.23 ± 0.80 for TIVS vs 2.95 ± 0.87 for control; P = .008). Logistic regression demonstrated that propensity-matched control patients had a three times greater likelihood of amputation compared with the TIVS patients (odds ratio, 3.6; 95% confidence interval, 1.2-11.1; P = .026). Concomitant nerve injury and orthopedic fracture were associated with a greater risk of amputation. The median follow-up for the TIVS group was 12 days (interquartile range, 4-25 days) compared with 9 days (interquartile range, 4-18 days) for the control group. CONCLUSIONS: To the best of our knowledge, the present study is the first multicenter, matched-cohort study to characterize early limb salvage as a function of TIVS use in the setting of extremity vascular injury. Shunts expedite limb perfusion and resulted in lower rates of amputation during the early phase of care. The use of TIVS should be one part of a more aggressive approach to restore perfusion in the most injured patients and ischemic limbs.


Assuntos
Extremidades/irrigação sanguínea , Salvamento de Membro , Procedimentos Cirúrgicos Vasculares , Lesões do Sistema Vascular/cirurgia , Adulto , Amputação Cirúrgica , Anastomose Cirúrgica , Feminino , Humanos , Escala de Gravidade do Ferimento , Masculino , Pessoa de Meia-Idade , Fluxo Sanguíneo Regional , Sistema de Registros , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento , Procedimentos Cirúrgicos Vasculares/efeitos adversos , Lesões do Sistema Vascular/diagnóstico por imagem , Lesões do Sistema Vascular/fisiopatologia , Adulto Jovem
2.
World J Surg ; 45(10): 3056-3064, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34370058

RESUMO

BACKGROUND: Appendicitis is one of the most common surgically treated diseases in the world. CT scans are often over-utilized and ordered before a surgeon has evaluated the patient. Our aim was to develop a tool using machine learning (ML) algorithms that would help determine if there would be benefit in obtaining a CT scan prior to surgeon consultation. METHODS: Retrospective chart review of 100 randomly selected cases who underwent appendectomy and 100 randomly selected controls was completed. Variables included components of the patient's history, laboratory values, CT readings, and pathology. Pathology was used as the gold standard for appendicitis diagnosis. All variables were then used to build the ML algorithms. Random Forest (RF), Support Vector Machine (SVM), and Bayesian Network Classifiers (BNC) models with and without CT scan results were trained and compared to CT scan results alone and the Alvarado score using area under the Receiver Operator Curve (ROC), sensitivity, and specificity measures as well as calibration indices from 500 bootstrapped samples. RESULTS: Among the cases that underwent appendectomy, 88% had pathology-confirmed appendicitis. All the ML algorithms had better sensitivity, specificity, and ROC than the Alvarado score. SVM with and without CT had the best indices and could predict if imaging would aid in appendicitis diagnosis. CONCLUSION: This study demonstrated that SVM with and without CT results can be used for selective imaging in the diagnosis of appendicitis. This study serves as the initial step and proof-of-concept to externally validate these results with larger and more diverse patient population.


Assuntos
Apendicite , Sistemas de Apoio a Decisões Clínicas , Apendicectomia , Apendicite/diagnóstico por imagem , Apendicite/cirurgia , Teorema de Bayes , Humanos , Estudos Retrospectivos , Sensibilidade e Especificidade
3.
J Pediatr ; 219: 152-159.e5, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32008764

RESUMO

OBJECTIVE: To characterize behavior of 2-year-old children based on the severity of bronchopulmonary dysplasia (BPD). STUDY DESIGN: We studied children born at 22-26 weeks of gestation and assessed at 22-26 months of corrected age with the Child Behavior Checklist (CBCL). BPD was classified by the level of respiratory support at 36 weeks of postmenstrual age. CBCL syndrome scales were the primary outcomes. The relationship between BPD grade and behavior was evaluated, adjusting for perinatal confounders. Mediation analysis was performed to evaluate whether cognitive, language, or motor skills mediated the effect of BPD grade on behavior. RESULTS: Of 2310 children, 1208 (52%) had no BPD, 806 (35%) had grade 1 BPD, 177 (8%) had grade 2 BPD, and 119 (5%) had grade 3 BPD. Withdrawn behavior (P < .001) and pervasive developmental problems (P < .001) increased with worsening BPD grade. Sleep problems (P = .008) and aggressive behavior (P = .023) decreased with worsening BPD grade. Children with grade 3 BPD scored 2 points worse for withdrawn behavior and pervasive developmental problems and 2 points better for externalizing problems, sleep problems, and aggressive behavior than children without BPD. Cognitive, language, and motor skills mediated the effect of BPD grade on the attention problems, emotionally reactive, somatic complaints, and withdrawn CBCL syndrome scales (P values < .05). CONCLUSIONS: BPD grade was associated with increased risk of withdrawn behavior and pervasive developmental problems but with decreased risk of sleep problems and aggressive behavior. The relationship between BPD and behavior is complex. Cognitive, language, and motor skills mediate the effects of BPD grade on some problem behaviors.


Assuntos
Displasia Broncopulmonar/psicologia , Cognição , Comportamento do Lactente , Desenvolvimento da Linguagem , Destreza Motora , Displasia Broncopulmonar/complicações , Pré-Escolar , Feminino , Humanos , Lactente Extremamente Prematuro , Recém-Nascido , Masculino , Comportamento Problema , Estudos Prospectivos , Índice de Gravidade de Doença
4.
JAMA ; 322(11): 1054-1065, 2019 09 17.
Artigo em Inglês | MEDLINE | ID: mdl-31529008

RESUMO

Importance: Vaginal hysterectomy with suture apical suspension is commonly performed for uterovaginal prolapse. Transvaginal mesh hysteropexy is an alternative option. Objective: To compare the efficacy and adverse events of vaginal hysterectomy with suture apical suspension and transvaginal mesh hysteropexy. Design, Setting, Participants: At 9 clinical sites in the US Pelvic Floor Disorders Network, 183 postmenopausal women with symptomatic uterovaginal prolapse were enrolled in a randomized superiority clinical trial between April 2013 and February 2015. The study was designed for primary analysis when the last randomized participant reached 3 years of follow-up in February 2018. Interventions: Ninety-three women were randomized to undergo vaginal mesh hysteropexy and 90 were randomized to undergo vaginal hysterectomy with uterosacral ligament suspension. Main Outcomes and Measures: The primary treatment failure composite outcome (re-treatment of prolapse, prolapse beyond the hymen, or prolapse symptoms) was evaluated with survival models. Secondary outcomes included operative outcomes and adverse events, and were evaluated with longitudinal models or contingency tables as appropriate. Results: A total of 183 participants (mean age, 66 years) were randomized, 175 were included in the trial, and 169 (97%) completed the 3-year follow-up. The primary outcome was not significantly different among women who underwent hysteropexy vs hysterectomy through 48 months (adjusted hazard ratio, 0.62 [95% CI, 0.38-1.02]; P = .06; 36-month adjusted failure incidence, 26% vs 38%). Mean (SD) operative time was lower in the hysteropexy group vs the hysterectomy group (111.5 [39.7] min vs 156.7 [43.9] min; difference, -45.2 [95% CI, -57.7 to -32.7]; P = <.001). Adverse events in the hysteropexy vs hysterectomy groups included mesh exposure (8% vs 0%), ureteral kinking managed intraoperatively (0% vs 7%), granulation tissue after 12 weeks (1% vs 11%), and suture exposure after 12 weeks (3% vs 21%). Conclusions and Relevance: Among women with symptomatic uterovaginal prolapse undergoing vaginal surgery, vaginal mesh hysteropexy compared with vaginal hysterectomy with uterosacral ligament suspension did not result in a significantly lower rate of the composite prolapse outcome after 3 years. However, imprecision in study results precludes a definitive conclusion, and further research is needed to assess whether vaginal mesh hysteropexy is more effective than vaginal hysterectomy with uterosacral ligament suspension. Trial Registration: ClinicalTrials.gov Identifier: NCT01802281.


Assuntos
Histerectomia Vaginal/métodos , Telas Cirúrgicas , Prolapso Uterino/cirurgia , Útero/cirurgia , Idoso , Feminino , Seguimentos , Procedimentos Cirúrgicos em Ginecologia/métodos , Humanos , Histerectomia Vaginal/efeitos adversos , Estimativa de Kaplan-Meier , Ligamentos/cirurgia , Pessoa de Meia-Idade , Pós-Menopausa , Complicações Pós-Operatórias , Telas Cirúrgicas/efeitos adversos , Resultado do Tratamento , Vagina/cirurgia
5.
Ann Surg ; 267(1): 189-195, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29240607

RESUMO

OBJECTIVE: To understand statewide variation in preoperative cardiology consultation prior to major vascular surgery and to determine whether consultation was associated with differences in perioperative myocardial infarction (poMI). SUMMARY BACKGROUND DATA: Medical consultation prior to major vascular surgery is obtained to reduce perioperative risk. Despite perceived benefit of preoperative consultation, evidence is lacking specifically for major vascular surgery on the effect of preoperative cardiac consultation. METHODS: Patient and clinical data were obtained from a statewide vascular surgery registry between January 2012 and December 2014. Patients were risk stratified by revised cardiac risk index category and compared poMI between patients who did or did not receive a preoperative cardiology consultation. We then used logistic regression analysis to compare the rate of poMI across hospitals grouped into quartiles by rate of preoperative cardiology consultation. RESULTS: Our study population comprised 5191 patients undergoing open peripheral arterial bypass (n = 3037), open abdominal aortic aneurysm repair (n = 332), or endovascular aneurysm repair (n = 1822) at 29 hospitals. At the patient level, after risk-stratification by revised cardiac risk index category, there was no association between cardiac consultation and poMI. At the hospital level, preoperative cardiac consultation varied substantially between hospitals (6.9%-87.5%, P <0.001). High preoperative consulting hospitals (rate >66%) had a reduction in poMI (OR, 0.52; confidence interval: 0.28-0.98; P <0.05) compared with all other hospitals. These hospitals also had a statistically greater consultation rate with a variety of medical specialties. CONCLUSIONS: Preoperative cardiology consultation for vascular surgery varies greatly between institutions, and does not appear to impact poMI at the patient level. However, reduction of poMI was noted at the hospitals with the highest rate of preoperative cardiology consultation as well as a variety of medical services, suggesting that other hospital culture effects play a role.


Assuntos
Cardiologia/métodos , Complicações Pós-Operatórias/prevenção & controle , Cuidados Pré-Operatórios/métodos , Encaminhamento e Consulta , Procedimentos Cirúrgicos Vasculares , Idoso , Feminino , Humanos , Masculino , Estudos Prospectivos
6.
Brain Inj ; 32(10): 1245-1255, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29985658

RESUMO

PRIMARY OBJECTIVE: To investigate differences in longitudinal trajectories of ventricle-brain ratio (VBR), a general measure of brain atrophy, between Veterans with and without history of mild traumatic brain injury (mTBI). RESEARCH DESIGN: Structural magnetic resonance imaging (MRI) was used to calculate VBR in 70 Veterans with a history of mTBI and 34 Veterans without such history at two time points approximately 3 and 8 years after a combat deployment. MAIN OUTCOMES AND RESULTS: Both groups demonstrated a quadratic relationship between VBR and age that is consistent with normal developmental trajectories. Veterans with history of mTBI had larger total brain volume, but no interaction between mTBI and age was observed for brain volume, ventricular volume, or VBR. CONCLUSIONS: In our longitudinal sample of deployed Veterans, mTBI was not associated with gross brain atrophy as reflected by abnormally high VBR or abnormal increases in VBR over time.


Assuntos
Concussão Encefálica/complicações , Encéfalo/diagnóstico por imagem , Ventrículos Cerebrais/diagnóstico por imagem , Adulto , Campanha Afegã de 2001- , Fatores Etários , Idoso , Concussão Encefálica/diagnóstico por imagem , Transtornos Cognitivos/diagnóstico por imagem , Transtornos Cognitivos/etiologia , Estudos de Coortes , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Guerra do Iraque 2003-2011 , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Militares , Modelos Estatísticos , Testes Neuropsicológicos , Fatores de Tempo
7.
J Vasc Surg ; 65(6): 1769-1778.e3, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28527931

RESUMO

OBJECTIVE: Surgical site infection (SSI) after open lower extremity bypass (LEB) is a serious complication leading to an increased rate of graft failure, hospital readmission, and health care costs. This study sought to identify predictors of SSI after LEB for arterial occlusive disease and also potential modifiable factors to improve outcomes. METHODS: Data from a statewide cardiovascular consortium of 35 hospitals were used to obtain demographic, procedural, and hospital risk factors for patients undergoing elective or urgent open LEB between January 2012 and June 2015. Bivariate comparisons and targeted maximum likelihood estimation were used to identify independent risk factors of SSI. Adjusted odds ratios (ORs) were calculated for patient demographics, comorbidities, operative details, and hospital-level factors. RESULTS: Our study population included 3033 patients who underwent 703 femoral-femoral bypasses, 1431 femoral-popliteal bypasses, and 899 femoral-distal vessel bypasses. An SSI was diagnosed in 320 patients (10.6%) ≤30 days after the index operation. Adjusted patient and procedural predictors of SSI included renal failure currently requiring dialysis (OR, 4.35; 95% confidence interval [CI], 3.45-5.47; P < .001), hypertension (OR, 4.29; 95% CI, 2.74-6.72; P < .001), body mass index ≥25 kg/m2 (OR, 1.78; 95% CI, 1.23-2.57; P = .002), procedural time >240 minutes (OR, 2.95; 95% CI, 1.89-4.62; P < .001), and iodine-only skin preparation (OR, 1.73; 95% CI, 1.02-2.91; P = .04). Hospital factors associated with increased SSI included hospital size <500 beds (OR, 2.22; 95% CI, 1.09-4.55; P = .028) and major teaching hospital (OR, 1.66; 95% CI, 1.07-2.58; P = .024). SSI resulted in increased risk of major amputation and surgical reoperation (P < .01), but did not affect 30-day mortality. CONCLUSIONS: SSI after LEB is associated with an increase in rate of amputation and reoperation. Several patient, operative, and hospital-related risk factors that predict postoperative SSI were identified, suggesting that targeted improvements in perioperative care may decrease complications and improve vascular patient outcomes.


Assuntos
Implante de Prótese Vascular/efeitos adversos , Extremidade Inferior/irrigação sanguínea , Doença Arterial Periférica/cirurgia , Infecção da Ferida Cirúrgica/etiologia , Idoso , Algoritmos , Amputação Cirúrgica , Implante de Prótese Vascular/mortalidade , Distribuição de Qui-Quadrado , Comorbidade , Mineração de Dados/métodos , Feminino , Número de Leitos em Hospital , Hospitais de Ensino , Humanos , Salvamento de Membro , Modelos Logísticos , Aprendizado de Máquina , Masculino , Michigan , Pessoa de Meia-Idade , Razão de Chances , Doença Arterial Periférica/diagnóstico , Doença Arterial Periférica/mortalidade , Sistema de Registros , Reoperação , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Infecção da Ferida Cirúrgica/microbiologia , Infecção da Ferida Cirúrgica/mortalidade , Infecção da Ferida Cirúrgica/cirurgia , Fatores de Tempo , Resultado do Tratamento
8.
Catheter Cardiovasc Interv ; 89(4): 728-734, 2017 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-28239949

RESUMO

OBJECTIVES: The aim is to examine trends in procedural indication, arterial beds treated, and device usage in peripheral arterial interventions (PVIs). BACKGROUND: There is little data on indication, vascular beds treated and devices utilized for peripheral arterial interventions. METHODS: We used data from 43 hospitals participating in the BMC2 VIC registry. PVIs were separated by year and divided by arterial segment. Lower extremity PVIs were subclassified as having been performed for claudication or critical limb ischemia (CLI). Yearly device usage was also included. A repeated measure ANOVA was used to determine trends. RESULTS: 44,650 PVIs were performed from 2006 to 2013. Renal interventions decreased from 18% of interventions in 2006 to 5.6% in 2013 (P < 0.001) and femoral-popliteal increased from 54.9% in 2006 to 64.5% in 2013 (P < 0.001). No significant trend was seen for aorta-iliac or below-the-knee interventions. 58.6% of PVIs were performed for claudication in 2006 and this decreased to 44.6% in 2013 (P = 0.025). Indications for CLI were 24.1% in 2006 and 47.5% in 2013 (P < 0.001). There were significant increases in the use of balloon angioplasty (P = 0.029) and cutting/scoring balloons (P < 0.001) while cryoballoon usage decreased (P < 0.001). No significant changes were found with stenting, atherectomy, and laser. CONCLUSIONS: There is a significant increase in patients presenting with CLI. Renal artery intervention rates are decreasing while femoral-popliteal interventions are increasing. Additionally, balloon angioplasty and cutting/scoring balloon usage is increasing. © 2017 Wiley Periodicals, Inc.


Assuntos
Planos de Seguro Blue Cross Blue Shield , Extremidade Inferior/irrigação sanguínea , Doença Arterial Periférica/cirurgia , Sistema de Registros , Medição de Risco/métodos , Instrumentos Cirúrgicos/estatística & dados numéricos , Procedimentos Cirúrgicos Vasculares/instrumentação , Idoso , Feminino , Humanos , Masculino , Michigan/epidemiologia , Morbidade/tendências , Estudos Prospectivos , Fatores de Risco , Taxa de Sobrevida/tendências , Procedimentos Cirúrgicos Vasculares/tendências
9.
Sci Rep ; 14(1): 5006, 2024 03 04.
Artigo em Inglês | MEDLINE | ID: mdl-38438404

RESUMO

A combination of improved body armor, medical transportation, and treatment has led to the increased survival of warfighters from combat extremity injuries predominantly caused by blasts in modern conflicts. Despite advances, a high rate of complications such as wound infections, wound failure, amputations, and a decreased quality of life exist. To study the molecular underpinnings of wound failure, wound tissue biopsies from combat extremity injuries had RNA extracted and sequenced. Wounds were classified by colonization (colonized vs. non-colonized) and outcome (healed vs. failed) status. Differences in gene expression were investigated between timepoints at a gene level, and longitudinally by multi-gene networks, inferred proportions of immune cells, and expression of healing-related functions. Differences between wound outcomes in colonized wounds were more apparent than in non-colonized wounds. Colonized/healed wounds appeared able to mount an adaptive immune response to infection and progress beyond the inflammatory stage of healing, while colonized/failed wounds did not. Although, both colonized and non-colonized failed wounds showed increasing inferred immune and inflammatory programs, non-colonized/failed wounds progressed beyond the inflammatory stage, suggesting different mechanisms of failure dependent on colonization status. Overall, these data reveal gene expression profile differences in healing wounds that may be utilized to improve clinical treatment paradigms.


Assuntos
Qualidade de Vida , Ferida Cirúrgica , Humanos , Amputação Cirúrgica , Redes Reguladoras de Genes , Extremidades
10.
Biofouling ; 29(5): 585-99, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23682750

RESUMO

Bacterial biofilms were constructed in vitro with two pathogenic strains of Pseudomonas aeruginosa and Staphylococcus aureus using a modified, novel sequential bioreactor system. The structure and stability of bacterial biofilms were evaluated following exposure to non-thermal plasma (NTP) discharge. Mathematical software was used to determine structural changes as biofilms grew over the course of 7 days. Statistical modeling was also performed to assess the ability of NTP to affect the development of the biofilms over different periods of time. Several structural characteristics were significantly affected by NTP discharge whereas others were unaffected. Changes in the three-dimensional structure of the biofilm following introduction of NTP was not limited to one period of development. The mechanism for this phenomenon is not understood but is likely to be a dual, synergistic effect due to the composition of the reactive species and other plasma-associated molecules isolated previously in the NTP discharge used in this study.


Assuntos
Gases em Plasma/química , Pseudomonas aeruginosa/fisiologia , Staphylococcus aureus/fisiologia , Biofilmes/crescimento & desenvolvimento , Modelos Teóricos , Pseudomonas aeruginosa/crescimento & desenvolvimento , Software , Staphylococcus aureus/crescimento & desenvolvimento , Propriedades de Superfície , Fatores de Tempo
11.
Prev Sci ; 14(2): 144-56, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-21360061

RESUMO

This paper presents new methods for synthesizing results from subgroup and moderation analyses across different randomized trials. We demonstrate that such a synthesis generally results in additional power to detect significant moderation findings above what one would find in a single trial. Three general methods for conducting synthesis analyses are discussed, with two methods, integrative data analysis and parallel analyses, sharing a large advantage over traditional methods available in meta-analysis. We present a broad class of analytic models to examine moderation effects across trials that can be used to assess their overall effect and explain sources of heterogeneity, and present ways to disentangle differences across trials due to individual differences, contextual level differences, intervention, and trial design.


Assuntos
Variações Dependentes do Observador , Ensaios Clínicos Controlados Aleatórios como Assunto
12.
Front Microbiol ; 14: 1240176, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37766890

RESUMO

Wound healing is a complex system including such key players as host, microbe, and treatments. However, little is known about their dynamic interactions. Here we explored the interplay between: (1) bacterial bioburden and host immune responses, (2) bacterial bioburden and wound size, and (3) treatments and wound size, using murine models and various treatment modalities: Phosphate buffer saline (PBS or vehicle, negative control), doxycycline, and two doses of A. baumannii phage mixtures. We uncovered that the interplay between bacterial bioburden and host immune system may be bidirectional, and that there is an interaction between host CD3+ T-cells and phage dosage, which significantly impacts bacterial bioburden. Furthermore, the bacterial bioburden and wound size association is significantly modulated by the host CD3+ T-cells. When the host CD3+ T-cells (x on log10 scale) are in the appropriate range (1.35 < x < = 1.5), we observed a strong association between colony forming units (CFU) and wound size, indicating a hallmark of wound healing. On the basis of the findings and our previous work, we proposed an integrated parallel systems biology model.

13.
Sci Rep ; 13(1): 6618, 2023 04 24.
Artigo em Inglês | MEDLINE | ID: mdl-37095162

RESUMO

Dynamic Network Analysis (DyNA) and Dynamic Hypergraphs (DyHyp) were used to define protein-level inflammatory networks at the local (wound effluent) and systemic circulation (serum) levels from 140 active-duty, injured service members (59 with TBI and 81 non-TBI). Interleukin (IL)-17A was the only biomarker elevated significantly in both serum and effluent in TBI vs. non-TBI casualties, and the mediator with the most DyNA connections in TBI wounds. DyNA combining serum and effluent data to define cross-compartment correlations suggested that IL-17A bridges local and systemic circulation at late time points. DyHyp suggested that systemic IL-17A upregulation in TBI patients was associated with tumor necrosis factor-α, while IL-17A downregulation in non-TBI patients was associated with interferon-γ. Correlation analysis suggested differential upregulation of pathogenic Th17 cells, non-pathogenic Th17 cells, and memory/effector T cells. This was associated with reduced procalcitonin in both effluent and serum of TBI patients, in support of an antibacterial effect of Th17 cells in TBI patients. Dysregulation of Th17 responses following TBI may drive cross-compartment inflammation following combat injury, counteracting wound infection at the cost of elevated systemic inflammation.


Assuntos
Inflamação , Interleucina-17 , Humanos , Interleucina-17/farmacologia , Fator de Necrose Tumoral alfa/farmacologia , Interferon gama/farmacologia , Biomarcadores , Células Th17
14.
Microbiol Spectr ; 11(6): e0252023, 2023 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-37874143

RESUMO

IMPORTANCE: 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.


Assuntos
Metagenoma , Lesões Relacionadas à Guerra , Infecção dos Ferimentos , Humanos , Infecção dos Ferimentos/diagnóstico , Infecção dos Ferimentos/microbiologia , Lesões Relacionadas à Guerra/diagnóstico , Lesões Relacionadas à Guerra/microbiologia
15.
Sci Rep ; 12(1): 13816, 2022 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-35970993

RESUMO

Battlefield injury management requires specialized care, and wound infection is a frequent complication. Challenges related to characterizing relevant pathogens further complicates treatment. Applying metagenomics to wounds offers a comprehensive path toward assessing microbial genomic fingerprints and could indicate prognostic variables for future decision support tools. Wound specimens from combat-injured U.S. service members, obtained during surgical debridements before delayed wound closure, were subjected to whole metagenome analysis and targeted enrichment of antimicrobial resistance genes. Results did not indicate a singular, common microbial metagenomic profile for wound failure, instead reflecting a complex microenvironment with varying bioburden diversity across outcomes. Genus-level Pseudomonas detection was associated with wound failure at all surgeries. A logistic regression model was fit to the presence and absence of antimicrobial resistance classes to assess associations with nosocomial pathogens. A. baumannii detection was associated with detection of genomic signatures for resistance to trimethoprim, aminoglycosides, bacitracin, and polymyxin. Machine learning classifiers were applied to identify wound and microbial variables associated with outcome. Feature importance rankings averaged across models indicated the variables with the largest effects on predicting wound outcome, including an increase in P. putida sequence reads. These results describe the microbial genomic determinants in combat wound bioburden and demonstrate metagenomic investigation as a comprehensive tool for providing information toward aiding treatment of combat-related injuries.


Assuntos
Anti-Infecciosos , Doenças Musculoesqueléticas , Infecção dos Ferimentos , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Extremidades/lesões , Humanos , Metagenoma , Metagenômica , Doenças Musculoesqueléticas/tratamento farmacológico , Infecção dos Ferimentos/tratamento farmacológico
16.
Surgery ; 168(4): 662-670, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32600883

RESUMO

BACKGROUND: Post-traumatic acute kidney injury has occurred in every major military conflict since its initial description during World War II. To ensure the proper treatment of combat casualties, early detection is critical. This study therefore aimed to investigate combat-related post-traumatic acute kidney injury in recent military conflicts, used machine learning algorithms to identify clinical and biomarker variables associated with the development of post-traumatic acute kidney injury, and evaluated the effects of post-traumatic acute kidney injury on wound healing and nosocomial infection. METHODS: We conducted a retrospective clinical cohort review of 73 critically injured US military service members who sustained major combat-related extremity wounds and had collected injury characteristics, assayed serum and tissue biopsy samples for the expression of protein and messenger ribonucleic acid biomarkers. Bivariate analyses and random forest recursive feature elimination classification algorithms were used to identify associated injury characteristics and biomarker variables. RESULTS: The incidence of post-traumatic acute kidney injury was 20.5%. Of that, 86% recovered baseline renal function and only 2 (15%) of the acute kidney injury group required renal replacement therapy. Random forest recursive feature elimination algorithms were able to estimate post-traumatic acute kidney injury with the area under the curve of 0.93, sensitivity of 0.91, and specificity of 0.91. Post-traumatic acute kidney injury was associated with injury severity score, serum epidermal growth factor, and tissue activin A type receptor 1, matrix metallopeptidase 10, and X-C motif chemokine ligand 1 expression. Patients with post-traumatic acute kidney injury exhibited poor wound healing and increased incidence of nosocomial infections. CONCLUSION: The occurrence of acute kidney injury in combat casualties may be estimated using injury characteristics and serum and tissue biomarkers. External validations of these models are necessary to generalize for all trauma patients.


Assuntos
Injúria Renal Aguda/diagnóstico , Citocinas/sangue , Inflamação/sangue , Lesões Relacionadas à Guerra/complicações , Injúria Renal Aguda/sangue , Injúria Renal Aguda/epidemiologia , Injúria Renal Aguda/etiologia , Adulto , Campanha Afegã de 2001- , Algoritmos , Biomarcadores/sangue , Infecção Hospitalar/complicações , Diagnóstico Precoce , Feminino , Humanos , Incidência , Escala de Gravidade do Ferimento , Guerra do Iraque 2003-2011 , Aprendizado de Máquina , Masculino , Militares , Estudos Retrospectivos , Fatores de Risco , Cicatrização , Adulto Jovem
17.
J Invasive Cardiol ; 30(1): 35-42, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29289948

RESUMO

OBJECTIVES: To evaluate the clinical features and outcomes of patients with anemia undergoing percutaneous peripheral vascular intervention (PVI) in a contemporary registry. METHODS: We evaluated the differences in the clinical features and outcomes of patients with and without anemia undergoing PVI in the Blue Cross Blue Shield of Michigan Cardiovascular Consortium (BMC2 VIC) registry. Anemia was defined using World Health Organization criteria. RESULTS: Baseline anemia was present in 42.3% of 15,683 patients undergoing PVI. Compared to patients without anemia, those with anemia were older (mean age, 67 years vs 71 years), were more often black (16% vs 29%), and had higher comorbidities. Anemic patients were twice as likely to present with acute limb ischemia (5% vs 11%) and undergo urgent PVI (6% vs 15%) or below-the-knee PVI (18% vs 35%). Many in-hospital adverse events were higher in anemic patients. In a propensity-matched cohort, any adverse outcome (3.4% vs 8.4%; odds ratio [OR], 2.58; 95% confidence interval [CI], 1.94-3.42) or major cardiovascular event, defined as death, myocardial infarction, stroke, or amputation (1.1% vs 3.2%; OR, 2.96; 95% CI, 1.83-4.79) was more likely in anemic patients. Of all adverse events, the highest odds were observed for post-PVI transfusions and amputations in anemic patients. Multivariable logistic regression showed that baseline hemoglobin (1 g/dL below the normal value) was associated with greater risk of any adverse event (OR, 1.57; 95% CI, 1.47-1.68). CONCLUSION: The prevalence of anemia was high among PVI patients and was associated with significantly greater likelihood of amputation, any adverse event, and major cardiovascular events. Whether preprocedure correction of anemia has the potential to decrease post-PVI adverse events remains to be studied.


Assuntos
Anemia , Doença Arterial Periférica , Complicações Pós-Operatórias/epidemiologia , Procedimentos Cirúrgicos Vasculares , Idoso , Anemia/diagnóstico , Anemia/epidemiologia , Planos de Seguro Blue Cross Blue Shield/estatística & dados numéricos , Comorbidade , Feminino , Humanos , Masculino , Michigan/epidemiologia , Pessoa de Meia-Idade , Avaliação de Processos e Resultados em Cuidados de Saúde , Doença Arterial Periférica/epidemiologia , Doença Arterial Periférica/cirurgia , Complicações Pós-Operatórias/diagnóstico , Medição de Risco , Fatores de Risco , Procedimentos Cirúrgicos Vasculares/efeitos adversos , Procedimentos Cirúrgicos Vasculares/métodos , Procedimentos Cirúrgicos Vasculares/estatística & dados numéricos
18.
JACC Cardiovasc Interv ; 10(22): 2307-2316, 2017 11 27.
Artigo em Inglês | MEDLINE | ID: mdl-29169498

RESUMO

OBJECTIVES: This study sought to describe the distribution of pre-intervention treated-limb ankle-brachial indices (ABIs) among patients with critical limb ischemia (CLI) undergoing percutaneous vascular intervention (PVI) or surgical revascularization (SR). BACKGROUND: CLI is diagnosed by the presence of rest pain, tissue ulceration, or gangrene due to chronic arterial insufficiency. It is unclear what fraction of patients with suspected CLI have severe peripheral artery disease (PAD) on noninvasive functional testing. METHODS: The study included patients who underwent lower extremity revascularization for CLI in a multicenter registry in Michigan from January 2012 through June 2015. ABIs were classified as normal (ABI: 0.91 to 1.40), mild-moderate (ABI: 0.41 to 0.90), and severe (ABI: ≤0.40). Pre- and post-intervention Peripheral Artery Questionnaire summary scores were assessed in a subset of patients. RESULTS: Among 10,756 patients with signs or symptoms of CLI, 9,113 (84.7%) underwent PVI and 1,643 (15.3%) underwent SR. ABIs were recorded in 4,972 (54.6%) PVI and 1,012 (61.6%) SR patients. Patients undergoing PVI had higher ABIs than those undergoing SR, with substantial variation in both groups (PVI: 0.72 ± 0.29 vs. SR: 0.61 ± 0.29; p < 0.001). Nearly a quarter of patients with compressible arteries had normal ABIs (24.0%), whereas severe PAD was uncommon (16.5%). A significant improvement in Peripheral Artery Questionnaire scores was noted after intervention across all ABI categories. CONCLUSIONS: Among patients undergoing revascularization for CLI in contemporary practice, the authors found substantial heterogeneity in pre-intervention ABIs. The disconnect between ABI results and clinical diagnosis calls into question the utility of ABIs in this population and suggests the need for standardization of functional PAD testing.


Assuntos
Índice Tornozelo-Braço , Isquemia/diagnóstico , Isquemia/cirurgia , Extremidade Inferior/irrigação sanguínea , Doença Arterial Periférica/diagnóstico , Doença Arterial Periférica/cirurgia , Idoso , Idoso de 80 Anos ou mais , Estado Terminal , Feminino , Humanos , Isquemia/fisiopatologia , Masculino , Michigan , Pessoa de Meia-Idade , Doença Arterial Periférica/fisiopatologia , Valor Preditivo dos Testes , Sistema de Registros , Reprodutibilidade dos Testes , Índice de Gravidade de Doença , Inquéritos e Questionários , Fatores de Tempo , Resultado do Tratamento
19.
Workplace Health Saf ; 65(1): 21-32, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27539052

RESUMO

The annual costs of influenza are in the billions of dollars, with employers bearing substantial burdens. Yet, influenza vaccine uptake is sub-optimal. A random survey was administered to employees at a Midwestern public university using mixed quantitative and qualitative methods to identify the rate, characteristics, and barriers of self-reported flu vaccine uptake during March-April of 2012. The lowest uptake was among adults, ages 18 to 49 (29.8%), even though they are included in universal recommendations. Multiple regression analysis adjusted for demographic confounders showed an increase in self-identified protective hand hygiene behavior among those who reported influenza vaccine uptake compared with those who did not. Qualitative thematic analysis revealed contextual accounts of why vaccine uptake was declined including structural, perceptual, and knowledge barriers. Implementation and evaluation of novel multicomponent worksite vaccine interventions tailored to reach young and middle-aged employees including utilization of risk communication is needed to facilitate increased uptake.


Assuntos
Comportamento de Escolha , Desinfecção das Mãos/métodos , Conhecimentos, Atitudes e Prática em Saúde , Vacinas contra Influenza , Vacinação/estatística & dados numéricos , Adulto , Idoso , Feminino , Humanos , Influenza Humana/prevenção & controle , Masculino , Pessoa de Meia-Idade , Razão de Chances , Guias de Prática Clínica como Assunto , Pesquisa Qualitativa , Ensaios Clínicos Controlados Aleatórios como Assunto , Análise de Regressão , Inquéritos e Questionários , Universidades , Recusa de Vacinação/psicologia , Adulto Jovem
20.
J Health Psychol ; 20(10): 1263-74, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24265297

RESUMO

The workplace is an important location to access community members, and employers have a direct interest in employee well-being. A survey administered to a random sample of employees at a Midwestern US university tested the ability of a model informed by the theory of planned behavior to predict hand hygiene practices and beliefs using structural equation modeling. Questions demonstrated acceptable validity and reliability. Constructs predicted self-reported hand hygiene behaviors, and hand hygiene behaviors reduced the odds of reporting sickness from respiratory tract and gastrointestinal infections. The findings support multi-modal hand hygiene improvement interventions.


Assuntos
Higiene das Mãos , Conhecimentos, Atitudes e Prática em Saúde , Saúde Ocupacional , Universidades , Adulto , Feminino , Promoção da Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Meio-Oeste dos Estados Unidos , Teoria Psicológica , Inquéritos e Questionários
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