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1.
J Clin Sleep Med ; 20(6): 921-931, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38300822

RESUMO

STUDY OBJECTIVES: The standard of care for military personnel with insomnia is cognitive behavioral therapy for insomnia (CBT-I). However, only a minority seeking insomnia treatment receive CBT-I, and little reliable guidance exists to identify those most likely to respond. As a step toward personalized care, we present results of a machine learning (ML) model to predict CBT-I response. METHODS: Administrative data were examined for n = 1,449 nondeployed US Army soldiers treated for insomnia with CBT-I who had moderate-severe baseline Insomnia Severity Index (ISI) scores and completed 1 or more follow-up ISIs 6-12 weeks after baseline. An ensemble ML model was developed in a 70% training sample to predict clinically significant ISI improvement (reduction of at least 2 standard deviations on the baseline ISI distribution). Predictors included a wide range of military administrative and baseline clinical variables. Model accuracy was evaluated in the remaining 30% test sample. RESULTS: 19.8% of patients had clinically significant ISI improvement. Model area under the receiver operating characteristic curve (standard error) was 0.60 (0.03). The 20% of test-sample patients with the highest probabilities of improvement were twice as likely to have clinically significant improvement compared with the remaining 80% (36.5% vs 15.7%; χ21 = 9.2, P = .002). Nearly 85% of prediction accuracy was due to 10 variables, the most important of which were baseline insomnia severity and baseline suicidal ideation. CONCLUSIONS: Pending replication, the model could be used as part of a patient-centered decision-making process for insomnia treatment. Parallel models will be needed for alternative treatments before such a system is of optimal value. CITATION: Gabbay FH, Wynn GH, Georg MW, et al. Toward personalized care for insomnia in the US Army: a machine learning model to predict response to cognitive behavioral therapy for insomnia. J Clin Sleep Med. 2024;20(6):921-931.


Assuntos
Terapia Cognitivo-Comportamental , Aprendizado de Máquina , Militares , Medicina de Precisão , Distúrbios do Início e da Manutenção do Sono , Humanos , Distúrbios do Início e da Manutenção do Sono/terapia , Terapia Cognitivo-Comportamental/métodos , Terapia Cognitivo-Comportamental/estatística & dados numéricos , Militares/estatística & dados numéricos , Militares/psicologia , Masculino , Feminino , Adulto , Estados Unidos , Medicina de Precisão/métodos , Resultado do Tratamento
2.
J Clin Sleep Med ; 19(8): 1399-1410, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-37078194

RESUMO

STUDY OBJECTIVES: Although many military personnel with insomnia are treated with prescription medication, little reliable guidance exists to identify patients most likely to respond. As a first step toward personalized care for insomnia, we present results of a machine-learning model to predict response to insomnia medication. METHODS: The sample comprised n = 4,738 nondeployed US Army soldiers treated with insomnia medication and followed 6-12 weeks after initiating treatment. All patients had moderate-severe baseline scores on the Insomnia Severity Index (ISI) and completed 1 or more follow-up ISIs 6-12 weeks after baseline. An ensemble machine-learning model was developed in a 70% training sample to predict clinically significant ISI improvement, defined as reduction of at least 2 standard deviations on the baseline ISI distribution. Predictors included a wide range of military administrative and baseline clinical variables. Model accuracy was evaluated in the remaining 30% test sample. RESULTS: 21.3% of patients had clinically significant ISI improvement. Model test sample area under the receiver operating characteristic curve (standard error) was 0.63 (0.02). Among the 30% of patients with the highest predicted probabilities of improvement, 32.5.% had clinically significant symptom improvement vs 16.6% in the 70% sample predicted to be least likely to improve (χ21 = 37.1, P < .001). More than 75% of prediction accuracy was due to 10 variables, the most important of which was baseline insomnia severity. CONCLUSIONS: Pending replication, the model could be used as part of a patient-centered decision-making process for insomnia treatment, but parallel models will be needed for alternative treatments before such a system is of optimal value. CITATION: Gabbay FH, Wynn GH, Georg MW, et al. Toward personalized care for insomnia in the US Army: development of a machine-learning model to predict response to pharmacotherapy. J Clin Sleep Med. 2023;19(8):1399-1410.


Assuntos
Militares , Distúrbios do Início e da Manutenção do Sono , Humanos , Distúrbios do Início e da Manutenção do Sono/tratamento farmacológico , Curva ROC , Aprendizado de Máquina
3.
Psychiatr Res Clin Pract ; 5(1): 24-36, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36909141

RESUMO

Objectives: To identify the extent to which the presence of recent stressful events are risk factors for suicide among active-duty soldiers as reported by informants. Methods: Next-of-kin (NOK) and supervisors (SUP) of active duty soldiers (n = 135) who died by suicide and two groups of living controls: propensity-matched (n = 128) and soldiers who reported suicidal ideation in the past year, but did not die (SI) (n = 108) provided data via structured interviews from the Study to Assess Risk and Resilience in Servicemembers (Army STARRS). Multivariate logistic regression analyses were used to create a risk score for suicide. Results: The odds of suicide increased significantly for soldiers experiencing relationship problems, military punishment, and perceived failure or humiliation in the month prior to death. Suicide risk models with these risk factors predicted suicide death among those who reported SI in the past year (OR = 5.9, [95% CI = 1.5, 24.0] χ 2 = 6.24, p = 0.0125, AUC, 0.73 (0.7, 0.8) NOK) and (OR = 8.6, [95% CI = 1.4, 51.5] χ 2 = 5.49, p = 0.0191, AUC, 0.78 (0.7, 0.8); SUP) suggesting the combination of these recent stressors may contribute to the transition from ideation to action. Conclusions: Our findings suggest for the first time recent stressors distinguished suicide ideating controls from suicide decedents in the month prior to death as reported by informants. Implications for preventive intervention efforts for clinicians, supervisors and family members in identifying the transition from ideation to action are discussed.

4.
Suicide Life Threat Behav ; 52(2): 289-302, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34866228

RESUMO

INTRODUCTION: Emotion reactivity (ER) and distress intolerance (DI) may be associated with increased suicide attempt (SA) risk among U.S. Army soldiers. METHOD: In this case-control study, 74 soldiers recently hospitalized for SA (cases) were compared with 133 control soldiers from the same Army installations selected based on either propensity score matching (n = 103) or reported 12-month suicide ideation (SI) (n = 30). Controls were weighted to represent the total Army population at the study sites and the subpopulation of 12-month ideators. Participants completed questionnaires assessing ER, DI, and other psychosocial variables. Logistic regression analyses examined whether ER and DI differentiated SA cases from the general population and from 12-month ideators before and after controlling for additional important risk factors (sociodemographic characteristics, stressors, mental disorders). RESULTS: In univariate analyses, ER differentiated SA cases from both the general population (OR = 2.5[95%CI = 1.7-3.6]) and soldiers with 12-month SI (OR = 2.5[95%CI = 1.3-4.6]). DI also differentiated cases from the general population (OR = 2.9[95%CI = 2.0-4.1]) and 12-month ideators (OR = 1.9[95%CI = 1.1-3.5]). These associations persisted after controlling for sociodemographic variables, stressors, and mental disorders. CONCLUSION: Findings provide evidence that higher ER and DI are associated with increased risk of SA among soldiers, even after adjusting for known risk factors. Prospective research with larger samples is needed.


Assuntos
Militares , Tentativa de Suicídio , Estudos de Casos e Controles , Emoções , Humanos , Militares/psicologia , Estudos Prospectivos , Fatores de Risco , Ideação Suicida , Tentativa de Suicídio/psicologia , Estados Unidos/epidemiologia
5.
JCO Clin Cancer Inform ; 4: 906-917, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33074744

RESUMO

PURPOSE: Linked cancer registry and medical claims data have increased the capacity for cancer research. However, few efforts have described methods to select information between data sources, which may affect data use. We developed a systematic process to evaluate and consolidate cancer diagnosis and treatment information between the linked Department of Defense Central Cancer Registry (CCR) and Military Health System Data Repository (MDR) administrative claims database, called Military Cancer Epidemiology Data System (MilCanEpi). METHODS: MilCanEpi contains information on cancer diagnosis and treatment of patients receiving care from 1998 to 2014. We used an iterative process guided by knowledge of data features, current literature, and logical comparisons between the CCR and MDR data to evaluate and consolidate cancer diagnosis and treatment received (yes or no) and their dates. We applied the processes to breast cancer data as an example. Agreement between diagnosis and treatment dates in the two data sources was evaluated using Cohen's κ with 95% CIs. RESULTS: In MilCanEpi, we identified 15,965 patients with a breast cancer diagnosis and 15,145 patients who underwent breast cancer surgery; 97.9% and 84.1% of patients had records in both CCR and MDR for diagnosis and surgery, respectively. Exact agreement was 13.7% for diagnosis dates (Cohen's κ = 0.14; 95% CI, 0.13 to 0.14) and 68.9% for surgery dates (Cohen's κ = 0.69; 95% CI, 0.68 to 0.70) between the two data sources. After applying systematic processes, 98.1% of patients with a breast cancer diagnosis and 99.7% of patients with surgery had information selected for analytic data sets. CONCLUSION: The developed processes resulted in high consolidation rates of breast cancer data in MilCanEpi and may serve as a data selection template for other tumor sites and linked data sources.


Assuntos
Neoplasias da Mama , Serviços de Saúde Militar , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/terapia , Bases de Dados Factuais , Feminino , Humanos , Armazenamento e Recuperação da Informação , Sistema de Registros
6.
Depress Anxiety ; 37(8): 738-746, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32291817

RESUMO

BACKGROUND: Risk for suicide attempt (SA) versus suicide ideation (SI) is clinically important and difficult to differentiate. We examined whether a history of self-injurious thoughts and behaviors (SITBs) differentiates soldiers with a recent SA from nonattempting soldiers with current/recent SI. METHODS: Using a unique case-control design, we administered the same questionnaire (assessing the history of SITBs and psychosocial variables) to representative U.S. Army soldiers recently hospitalized for SA (n = 132) and soldiers from the same Army installations who reported 30-day SI but did not make an attempt (n = 125). Logistic regression analyses examined whether SITBs differentiated attempters and ideators after controlling for previously identified covariates. RESULTS: In separate models that weighted for systematic nonresponse and controlled for gender, education, posttraumatic stress disorder, and intermittent explosive disorder, SA was positively and significantly associated with the history of suicide plan and/or intention to act (odds ratio [OR] = 12.1 [95% confidence interval {CI} = 3.6-40.4]), difficulty controlling suicidal thoughts during the worst week of ideation (OR = 3.5 [95% CI = 1.1-11.3]), and nonsuicidal self-injury (NSSI) (OR = 4.9 [95% CI = 1.3-18.0]). Area under the curve was 0.87 in a full model that combined these SITBs and covariates. The top ventile based on predicted risk had a sensitivity of 24.7%, specificity of 99.8%, and positive predictive value of 97.5%. CONCLUSIONS: History of suicide plan/intention, difficult to control ideation, and NSSI differentiate soldiers with recent SA from those with current/recent SI independent of sociodemographic characteristics and mental disorders. Longitudinal research is needed to determine whether these factors are prospectively associated with the short-term transition from SI to SA.


Assuntos
Militares , Comportamento Autodestrutivo , Humanos , Fatores de Risco , Comportamento Autodestrutivo/epidemiologia , Ideação Suicida , Tentativa de Suicídio
7.
J Natl Cancer Inst ; 112(4): 410-417, 2020 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-31271431

RESUMO

BACKGROUND: Non-Hispanic black (NHB) adults with cancer may have longer time-to-treatment than non-Hispanic whites (NHW) in the United States. Unequal access to medical care may partially account for this racial disparity. This study aimed to investigate whether there were racial differences in time-to-treatment and in treatment delays for patients diagnosed with colon cancer in the equal-access Military Health System (MHS). METHODS: Patients age 18-79 years diagnosed with colon adenocarcinoma between January 1, 1998, and December 31, 2014, were identified in the Department of Defense Central Cancer Registry and the MHS Data Repository-linked databases. Median time-to-treatment (surgery and chemotherapy) and 95% confidence intervals were compared between NHBs and NHWs in multivariable quantile regression models. Odds ratios and 95% confidence intervals of receiving delayed treatment defined by guidelines for NHBs relative to NHWs were estimated using multivariable logistic regression. RESULTS: Patients (n = 3067) had a mean age at diagnosis of 58.4 (12.2) years and the racial distribution was 76.7% NHW and 23.3% NHB. Median adjusted time-to-treatment was similar for NHB compared to NHW patients. The likelihood of receiving delayed treatment was similar between NHB and NHW patients. CONCLUSIONS: In the MHS, there was no evidence of treatment delays for NHBs compared to NHWs, suggesting the role of equal access to medical care and insurance coverage in reducing racial disparities in colon cancer treatment.


Assuntos
População Negra/estatística & dados numéricos , Neoplasias do Colo/etnologia , Neoplasias do Colo/terapia , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , População Branca/estatística & dados numéricos , Adolescente , Adulto , Idoso , Neoplasias do Colo/epidemiologia , Neoplasias do Colo/patologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Sistema de Registros , Tempo para o Tratamento/estatística & dados numéricos , Estados Unidos/epidemiologia , Adulto Jovem
8.
J Surg Oncol ; 121(2): 200-209, 2020 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-31784990

RESUMO

BACKGROUND AND OBJECTIVES: Re-excision surgery is undertaken to obtain clear margins after breast-conserving surgery (BCS) for localized breast cancer. This study examines patient and tumor characteristics related to re-excision surgery in the universal-access Military Health System (MHS). METHODS: Retrospective analysis of patients with pathologically confirmed stage I-III breast cancer between 1998 and 2014 in the Department of Defense Central Cancer Registry and MHS Data Repository-linked databases who received primary BCS. Multivariable stepwise logistic regression methods identified characteristics associated with re-excision surgery (lumpectomy and mastectomy) and conversion to mastectomy, given as adjusted odds ratios (AOR) and 95% confidence intervals (CIs). RESULTS: Of 7637 women receiving BCS, 26.3% had a re-excision and 9.9% converted to mastectomy. Tumor location, larger tumor size (≥4 cm), and regional lymph node involvement were associated with a greater likelihood of re-excision and mastectomy conversion. Pathology before BCS (AOR, 0.39; 95% CI, 0.35, 0.44 for re-excision) and neoadjuvant treatment (AOR, 0.50; 95% CI, 0.36, 0.69 for re-excision) were associated with a decreased likelihood of these outcomes. Additionally, age, tumor histology, and military-specific variables were associated with mastectomy conversion. CONCLUSION: Comprehensive preoperative workup, including tumor pathology, may better inform surgical decision-making and reduce re-excision rates.

9.
Health Aff (Millwood) ; 38(8): 1335-1342, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31381409

RESUMO

The US Military Health System (MHS) provides universal access to health care for more than nine million eligible beneficiaries through direct care in military treatment facilities or purchased care in civilian facilities. Using information from linked cancer registry and administrative databases, we examined how care source contributed to cancer treatment cost variation in the MHS for patients ages 18-64 who were diagnosed with colon, female breast, or prostate cancer in the period 2003-14. After accounting for patient, tumor, and treatment characteristics, we found the independent contribution of care source to total variation in cost to be 8 percent, 12 percent, and 2 percent for colon, breast, and prostate cancer treatment, respectively. About 20-50 percent of the total cost variance remained unexplained and may be related to organizational and administrative factors.


Assuntos
Custos de Cuidados de Saúde/estatística & dados numéricos , Serviços de Saúde Militar/economia , Neoplasias/economia , Adolescente , Adulto , Neoplasias da Mama/economia , Neoplasias da Mama/terapia , Neoplasias do Colo/economia , Neoplasias do Colo/terapia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/terapia , Neoplasias da Próstata/economia , Neoplasias da Próstata/terapia , Sistema de Registros , Estudos Retrospectivos , Estados Unidos , Adulto Jovem
10.
Breast Cancer Res Treat ; 178(2): 441-450, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-31414244

RESUMO

PURPOSE: It is unclear whether time between breast cancer diagnosis and surgery is associated with survival and whether this relationship is affected by access to care. We evaluated the association between time-to-surgery and overall survival among women in the universal-access U.S. Military Health System (MHS). METHODS: Women aged 18-79 who received surgical treatment for stages I-III breast cancer between 1998 and 2010 were identified in linked cancer registry and administrative databases with follow-up through 2015. Multivariable Cox regression models were used to estimate risk of all-cause death associated with time-to-surgery intervals. RESULTS: The study included 9669 women with 93.1% survival during the study period. The hazards ratios (95% confidence intervals) of all-cause death associated with time-to-surgery were 1.15 (0.93, 1.42) for 0 days, 1.00 (reference) for 1-21 days, 0.97 (0.78, 1.21) for 22-35 days, and 1.30 (1.04, 1.61) for ≥ 36 days. The higher risk of mortality associated with time-to-surgery ≥ 36 days tended to be consistent when analyzed by surgery type, age at diagnosis, and tumor stage. CONCLUSIONS: In the MHS, longer time-to-surgery for breast cancer was associated with poorer overall survival, suggesting the importance of timeliness in receiving surgical treatment for breast cancer in relation to overall survival.


Assuntos
Neoplasias da Mama/epidemiologia , Tempo para o Tratamento/estatística & dados numéricos , Adulto , Idoso , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/mortalidade , Neoplasias da Mama/cirurgia , Feminino , Humanos , Mastectomia/métodos , Mastectomia/normas , Pessoa de Meia-Idade , Gradação de Tumores , Estadiamento de Neoplasias , Modelos de Riscos Proporcionais , Taxa de Sobrevida , Resultado do Tratamento , Adulto Jovem
11.
Mil Med ; 184(11-12): e847-e855, 2019 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-30941433

RESUMO

INTRODUCTION: Cancer is one of the leading causes of morbidity and mortality in the USA, contributing largely to US healthcare spending. Provision of services (direct or purchased) and insurance benefit type may impact cost for cancer care. As a common cause of cancer in both men and women, we aim to compare colon cancer treatment costs between insurance benefit types and care sources in the US Military Health System (MHS) to better understand whether and to what extent these system factors impact cancer care costs. MATERIALS AND METHODS: Department of Defense Central Cancer Registry records and MHS Data Repository administrative claims were used to identify MHS beneficiaries aged 18-64 who were diagnosed with primary colon adenocarcinoma and received treatment between 2003 and 2008. The data linkage was approved by the Institutional Review Boards of the Walter Reed National Military Medical Center, the Defense Health Agency, and the National Institutes of Health. Costs to the MHS for each claim related to cancer treatment were extracted from the linked data and adjusted to 2008 USD. We used quantile regression models to compare median cancer treatment costs between benefit types and care sources (direct, purchased, or both), adjusted for demographic, tumor, and treatment characteristics. RESULTS: The median per capita (n = 801) costs for colon cancer care were $60,321 (interquartile range $24,625, $159,729) over a median follow-up of 1.7 years. The model-estimated treatment costs were similar between benefit types. Patients using direct care had significantly lower estimated median costs [$34,145 (standard error $4,326)] than patients using purchased care [$106,395 ($10,559)] or both care sources [$82,439 ($13,330)], controlled for patient demographic, tumor, and treatment characteristics. Differences in cost by care source were noted for patients with later stage tumors and by treatment type. Relative costs were 2-3 times higher for purchased care compared to direct care for patients with late-stage tumors and for patients receiving chemotherapy or radiation treatment. CONCLUSIONS: In the MHS, median cost for colon cancer treatment was lower in direct care compared to purchased care or patients using a combination of direct and purchased care. The variation in cancer treatment costs between care sources may be due to differences in treatment incentives or capabilities. Additional studies on cost differences between direct and purchased services are needed to understand how provision of care affects cancer treatment costs and to identify possible targets for cost reduction.


Assuntos
Neoplasias do Colo/economia , Custos de Cuidados de Saúde/tendências , Benefícios do Seguro/classificação , Serviços de Saúde Militar/economia , Adulto , Neoplasias do Colo/terapia , Feminino , Custos de Cuidados de Saúde/estatística & dados numéricos , Humanos , Benefícios do Seguro/normas , Benefícios do Seguro/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Serviços de Saúde Militar/estatística & dados numéricos , Sistema de Registros/estatística & dados numéricos , Estados Unidos
12.
Mil Med ; 184(9-10): e494-e501, 2019 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-30839064

RESUMO

INTRODUCTION: With the rising costs of cancer care, it is critical to evaluate the overall cost-efficiency of care in real-world settings. In the United States, breast cancer accounts for the largest portion of cancer care spending due to high incidence and prevalence. The purpose of this study is to assess the relationship between breast cancer costs in the first 6 months after diagnosis and clinical outcomes by care source (direct or purchased) in the universal-access US Military Health System (MHS). MATERIALS AND METHODS: We conducted a retrospective analysis of data from the Department of Defense Central Cancer Registry and MHS Data Repository administrative records. The institutional review boards of the Walter Reed National Military Medical Center and the Defense Health Agency reviewed and approved the data linkage. We used the linked data to identify women aged 40-64 who were diagnosed with pathologically-confirmed breast cancer between 2003 and 2007 with at least 1 year of follow-up through December 31, 2008. We identified cancer treatment from administrative data using relevant medical procedure and billing codes and extracted costs paid by the MHS for each claim. Multivariable Cox proportional hazards models estimated hazards ratios (HR) and 95% confidence intervals (CI) for recurrence or all-cause death as a function of breast cancer cost in tertiles. RESULTS: The median cost per patient (n = 2,490) for cancer care was $16,741 (interquartile range $9,268, $28,742) in the first 6 months after diagnosis. In direct care, women in the highest cost tertile had a lower risk for clinical outcomes compared to women in the lowest cost tertile (HR 0.58, 95% CI 0.35, 0.96). When outcomes were evaluated separately, there was a statistically significant inverse association between higher cost and risk of death (p-trend = 0.025) for women receiving direct care. These associations were not observed among women using purchased care or both care sources. CONCLUSIONS: In the MHS, higher breast cancer costs in the first 6 months after diagnosis were associated with lower risk for clinical outcomes in direct care, but not in purchased care. Organizational, institutional, and provider-level factors may contribute to the observed differences by care source. Replication of our findings in breast and other tumor sites may have implications for informing cancer care financing and value-based reimbursement policy.


Assuntos
Neoplasias da Mama/economia , Neoplasias da Mama/terapia , Análise Custo-Benefício/normas , Medicina Militar/estatística & dados numéricos , Adulto , Neoplasias da Mama/complicações , Análise Custo-Benefício/estatística & dados numéricos , Feminino , Humanos , Pessoa de Meia-Idade , Medicina Militar/métodos , Medicina Militar/normas , Sistema de Registros/estatística & dados numéricos , Estudos Retrospectivos , Estados Unidos/epidemiologia
13.
JAMA Surg ; 154(3): e185113, 2019 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-30673075

RESUMO

Importance: Racial disparities in time to surgery (TTS) after a breast cancer diagnosis and whether these differences account for disparities in overall survival have been understudied in the US population. Objectives: To compare TTS in non-Hispanic black (NHB) and non-Hispanic white (NHW) women with breast cancer and to examine whether racial differences in TTS may explain possible racial disparities in overall survival in a universal health care system. Design, Setting, and Participants: Retrospective cohort identified from the Department of Defense Central Cancer Registry and Military Health System Data Repository linked databases containing records between January 1, 1998, and December 31, 2008, of 998 NHB women and 3899 NHW women who received a diagnosis of stages I to III breast cancer and underwent breast-conserving surgery (BCS) or mastectomy in the US Military Health System during the study period. Data analyses were conducted from July 5, 2017, to December 29, 2017. Main Outcomes and Measures: The main outcome was time to breast cancer surgery. Non-Hispanic black and NHW women were compared at the 25th, 50th (median), 75th, and 90th percentiles of TTS by using multivariable quantile regression. Cox proportional hazards regression models were used to estimate hazard ratios (HRs) and 95% CIs for all-cause death in NHB compared with NHW women after controlling for potential confounders first without and then with TTS. Results: Among the 4887 NHB and NHW women in the cohort, the mean (SD) age was 50.0 (9.4) years. The median TTS was 21 days (95% CI, 20.6-21.4 days) among NHW women and 22 days (95% CI, 20.6-23.4 days) among NHB women. Non-Hispanic black women had a significantly greater estimated TTS at the 75th (3.6 days; 95% CI, 1.6-5.5 days) and 90th (8.9 days; 95% CI, 5.1-12.6 days) percentiles than NHW women in multivariable models. The estimated differences were similar by surgery type. Non-Hispanic black women had a higher adjusted risk for death (HR, 1.45; 95% CI, 1.06-2.01) compared with NHW women among patients receiving breast-conserving surgery. The risks were similar between races among those receiving mastectomy (HR, 1.06; 95% CI, 0.76-1.48). The HRs remained similar after adding TTS to the Cox proportional hazards regression models. Conclusions and Relevance: This study's results indicate that time to breast cancer surgery was delayed for NHB compared with NHW women in the Military Health System. However, the racial differences in TTS did not explain the observed racial differences in overall survival among women who received breast-conserving surgery.


Assuntos
Negro ou Afro-Americano/estatística & dados numéricos , Neoplasias da Mama/etnologia , Neoplasias da Mama/cirurgia , Militares , Tempo para o Tratamento , População Branca/estatística & dados numéricos , Adolescente , Adulto , Feminino , Humanos , Pessoa de Meia-Idade , Estudos Retrospectivos , Taxa de Sobrevida , Estados Unidos
14.
Laryngoscope ; 129(11): 2594-2602, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-30456762

RESUMO

OBJECTIVES: 1) Characterize the spectrum of airway anomalies in patients with craniosynostosis, and 2) identify clinical characteristics of these patients that may be associated with the development of airway anomalies. METHODS: This study is a retrospective case series assessing the type and frequency of airway anomalies in all patients with craniosynostosis seen at a tertiary-care children's hospital between 2000 and 2016. Cohort analyses were then performed to identify differences in airway anomalies dependent on syndromic associations, multisutural fusion, and location of suture fusion. Clinical characteristics examined included demographics and additional neurologic and craniofacial abnormalities. RESULTS: Four hundred and ninety-six patients with craniosynostosis (83.5% white, 64.5% male; 33.9% sagittal, 28.8% metopic, 11.5% coronal, 1.2% lambdoid, and 24.6% multisutural) were included. Notable airway anomalies included the following: 13.3% adenotonsillar hypertrophy, 8.9% laryngomalacia, 7.3% tracheomalacia, 7.1% subglottic stenosis, 4.0% bronchomalacia, 3.8% laryngeal cleft, and 1.2% vocal fold paresis. Multisutural craniosynostosis patients (n = 122) were more likely to have obstructive sleep apnea (P = 0.005), adenotonsillar hypertrophy (P = 0.014), tracheomalacia (P = 0.011), subglottic stenosis (P < 0.001), and epiglottic/base of tongue collapse (P = 0.003) and require tracheostomy (P = 0.001) and mechanical ventilation (P = 0.017) compared with single suture craniosynostosis. Syndromic craniosynostosis patients (n = 33) were more likely to have obstructive sleep apnea (P < 0.001), laryngomalacia (P = 0.047), and subglottic stenosis (P = 0.009) compared with nonsyndromic patients. CONCLUSION: Airway anomalies are prevalent in patients with craniosynostosis; patients with multisutural or syndromic types have an increased risk of developing certain abnormalities. There should be a lower threshold for referral for airway evaluation in these populations. LEVEL OF EVIDENCE: 4. Laryngoscope, 129:2594-2602, 2019.


Assuntos
Obstrução das Vias Respiratórias/epidemiologia , Craniossinostoses/fisiopatologia , Obstrução das Vias Respiratórias/etiologia , Criança , Pré-Escolar , Craniossinostoses/complicações , Feminino , Humanos , Lactente , Masculino , Prevalência , Estudos Retrospectivos
15.
Ann Otol Rhinol Laryngol ; 127(8): 543-550, 2018 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-29923418

RESUMO

OBJECTIVE: To characterize differences in the clinical presentation and treatment outcomes of laryngomalacia in patients with and without craniosynostosis. METHODS: A retrospective cohort study was performed comparing all patients with concomitant laryngomalacia and craniosynostosis seen at a tertiary care children's hospital between 2000 and 2016 with a control group of patients with isolated laryngomalacia. Thirty-two patients with craniosynostosis (59% male) and 68 control patients (56% male) were included. There were no significant differences in age of diagnosis or incidence of prematurity. Symptom presentation, disease severity, swallowing function, comorbidities, treatment modalities, and outcomes were examined using logistic regression. RESULTS: Patients with craniosynostosis had increased odds of presenting with stertor (odds ratio [OR] = 3.41, P = .022), increased work of breathing (OR = 18.8, P = .007), obstructive sleep apnea (OR = 8.48, P = .003), dysphagia (OR = 3.40, P = .008), and aspiration (OR = 40.2, P < .001) and decreased odds of presenting with stridor (OR = 0.0804, P < .001) compared with controls. Patients with craniosynostosis had increased odds of severe laryngomalacia (OR = 5.00, P = .031) and other airway anomalies such as tracheomalacia (OR = 5.73, P = .004), bronchomalacia (OR = 15.5, P = .013), and subglottic stenosis (OR = 2.75, P = .028). Treatment of patients with craniosynostosis was more likely to include tracheostomy (OR = 24.8, P < .001) and gastrostomy tube (OR = 88.4, P < .001). There were no significant differences in rates of supraglottoplasty. CONCLUSION: Clinical presentations, comorbidities, and treatments of laryngomalacia are significantly different in the context of craniosynostosis.


Assuntos
Craniossinostoses/complicações , Laringomalácia/etiologia , Adolescente , Criança , Pré-Escolar , Estudos de Coortes , Seguimentos , Humanos , Lactente , Recém-Nascido , Laringomalácia/diagnóstico , Estudos Retrospectivos
16.
Otolaryngol Head Neck Surg ; 159(4): 750-754, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-29807494

RESUMO

Objectives (1) To describe the presentation, management, and outcomes associated with pediatric esophageal food impaction (EFI) at a single tertiary care institution. (2) To identify the key clinical features of pediatric EFI that are associated with a diagnosis of eosinophilic esophagitis (EoE). Study Design Case series with chart review. Setting Tertiary care children's hospital. Subjects and Methods Thirty-five children <18 years of age presenting with EFI between November 1, 2006, and October 31, 2013, were included. Presenting symptoms, medical history, biopsy results, endoscopic findings, and underlying etiology were examined. Fisher exact test, t tests, and logistic regression were used to compare between patients with and without EoE. Results Thirty-five patients had isolated EFI and were included in the study. EoE accounted for 74% (n = 26) of pediatric EFI, with the remaining cases being attributed to neurologic impairment (n = 5, 15%), prior surgeries (n = 1, 3%), reflux esophagitis (n = 1, 3%), or unknown etiologies (n = 2, 6%). EFI was the initial manifestation of EoE in 81% (n = 21) of patients. The most common presenting symptoms were dysphagia (n = 34), choking (n = 26), and vomiting (n = 23). Linear furrowing was the only endoscopic finding that was significantly associated with EoE ( P < .001). Conclusion Most esophageal food impactions in the pediatric population are associated with an underlying diagnosis of EoE and are often the initial manifestation of the disease. EoE must be considered in all pediatric patients with EFI; esophageal biopsies should be strongly considered in these patients at the time of endoscopic management of the EFI.


Assuntos
Transtornos de Deglutição/epidemiologia , Esofagite Eosinofílica/epidemiologia , Estenose Esofágica/epidemiologia , Alimentos/efeitos adversos , Adolescente , Criança , Pré-Escolar , Estudos de Coortes , Comorbidade , Transtornos de Deglutição/diagnóstico , Transtornos de Deglutição/terapia , Esofagite Eosinofílica/diagnóstico , Esofagite Eosinofílica/terapia , Estenose Esofágica/diagnóstico , Estenose Esofágica/terapia , Esofagoscopia/métodos , Feminino , Hospitais Pediátricos , Humanos , Masculino , Prevalência , Prognóstico , Estudos Retrospectivos , Medição de Risco , Resultado do Tratamento
17.
Otolaryngol Head Neck Surg ; 155(3): 501-7, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27071446

RESUMO

OBJECTIVES: To examine the sensitivity and specificity of history, physical examination, and radiologic studies as predictors of foreign body aspiration in children. STUDY DESIGN: Case series with chart review. SETTING: Tertiary care children's hospital. SUBJECTS AND METHODS: Medical records were reviewed for 102 children who presented to our institution from 2006 to 2013 with suspected foreign body aspiration and who underwent endoscopy. Data included symptoms, physical examination, radiologic, and endoscopy findings. Descriptive statistics, sensitivity and specificity, and univariate and multivariable analyses were performed. RESULTS: A total of 102 patients were included (62% male). The mean age was 3.3 years (SD, 3.7). A foreign body was identified on endoscopy in 69 cases (68%). The most common presenting symptoms were cough (88%), choking/gagging (67%), and wheezing (57%). Decreased breath sounds and wheezing on examination were independently associated with increased odds of foreign body. The most common abnormal radiographic finding was air trapping (33%). The most frequent items retrieved were fragments of seeds and nuts (49%). There were no serious complications related to endoscopy. The sensitivity and specificity of any finding on history, physical examination, and imaging were 100% and 3%, 90% and 33%, 61% and 77%, respectively. Having a positive history, examination, and chest radiograph combined was 46% sensitive and 79% specific. CONCLUSIONS: Patients with airway foreign bodies have varied presentations. The presence of any radiologic finding suggests that endoscopy should be performed, as a foreign body is probable. The absence of any history or physical examination finding was associated with a low likelihood of a foreign body.


Assuntos
Diagnóstico por Imagem , Corpos Estranhos/diagnóstico , Corpos Estranhos/terapia , Anamnese , Exame Físico , Adolescente , Broncoscopia , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Inalação , Masculino , Sensibilidade e Especificidade
18.
Ann Otol Rhinol Laryngol ; 125(4): 342-50, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26475838

RESUMO

OBJECTIVES: (1) To describe clinical and radiologic findings in patients with esophageal foreign bodies. (2) To examine the sensitivity and specificity of history, physical examination, and radiologic studies in children with suspected foreign body ingestion. METHODS: A retrospective cohort study was performed evaluating all children who underwent esophagoscopy for suspected foreign body ingestion at our institution from 2006 to 2013. RESULTS: Five hundred forty-three patients were included (54% male). Average age was 4.7 years (SD = 4.1 years). Foreign bodies were identified on esophagoscopy in 497 cases (92%). Ingestion was witnessed in 23% of cases. Most common presenting symptoms were choking/gagging (49%), vomiting (47%), and dysphagia/odynophagia (42%). Most patients with foreign bodies had a normal exam (76%). Most foreign bodies were radiopaque (83%). In 59% of patients with normal chest radiographs, a foreign body was present. Sensitivity and specificity of 1 or more findings on history, physical examination, and imaging were 99% and 0%, 21% and 76%, and 83% and 100%, respectively. CONCLUSIONS: Most patients with esophageal foreign bodies are symptomatic. Although many patients will have a normal physical examination, an abnormal exam should increase suspicion for a foreign body. Most esophageal foreign bodies are radiopaque, but a normal chest radiograph cannot rule out a foreign body.


Assuntos
Ingestão de Alimentos , Esofagoscopia , Esôfago/diagnóstico por imagem , Corpos Estranhos/diagnóstico , Anamnese , Exame Físico , Adolescente , Obstrução das Vias Respiratórias , Criança , Pré-Escolar , Estudos de Coortes , Transtornos de Deglutição , Feminino , Corpos Estranhos/diagnóstico por imagem , Engasgo , Humanos , Lactente , Recém-Nascido , Masculino , Radiografia , Estudos Retrospectivos , Sensibilidade e Especificidade , Vômito
19.
Ear Nose Throat J ; 94(12): 486-93, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26670755

RESUMO

Children with a button battery impaction present with nonspecific symptoms that may account for a delay in medical care. We conducted a retrospective study of the clinical presentation, management, and complications associated with button battery ingestion in the pediatric aerodigestive tract and to evaluate the associated long-term morbidity. We reviewed the medical records of 23 patients who were treated for button battery impaction at our tertiary care children's hospital from Jan. 1, 2000, through July 31, 2013. This population was made up of 14 boys and 9 girls, aged 7 days to 12 years (mean: 4 yr). Patients were divided into three groups based on the site of impaction; there were 9 impactions in the esophagus and 7 each in the nasal cavity and stomach. We compiled information on the type and size of each battery, the duration of the impaction, presenting symptoms, treatment, and outcomes. The mean duration of battery impaction was 40.6, 30.7, and 21.0 hours in the esophagus, nasal cavity, and stomach, respectively. We were able to identify the specific type of battery in 13 cases; 11 of these cases (85%) involved a 3-V 20-mm lithium ion battery, including all cases of esophageal impaction in which the type of battery was identified. The most common presenting signs and symptoms were vomiting (n = 7 [30%]), difficulty feeding (n = 5 [22%]), cough (n = 5), and bloody nasal discharge (n = 5); none of the presenting signs and symptoms predicted the severity of the injury or the outcome. The median length of hospital stay was far greater in the esophageal group (12 days) than in the nasal and stomach groups (1 day each; p = 0.006). Battery impaction in the esophagus for more than 15 hours was associated with a significantly longer postoperative hospital stay than impaction for less than 15 hours (p = 0.04). Esophageal complications included strictures (n = 5), perforation (n = 3), and tracheoesophageal fistula formation (n = 2). Clinicians should consider battery impaction in the upper aerodigestive tract as an emergency that can lead to significant long-term morbidity, and therefore immediate surgical intervention is required.


Assuntos
Esôfago/lesões , Corpos Estranhos/complicações , Cavidade Nasal/lesões , Estômago/lesões , Fatores Etários , Criança , Pré-Escolar , Fontes de Energia Elétrica , Esôfago/cirurgia , Feminino , Corpos Estranhos/cirurgia , Humanos , Lactente , Tempo de Internação , Masculino , Cavidade Nasal/cirurgia , Estudos Retrospectivos , Estômago/cirurgia , Fatores de Tempo
20.
Int J Pediatr Otorhinolaryngol ; 79(12): 2015-9, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26518467

RESUMO

OBJECTIVE: 1. To determine whether intraoperative tympanostomy tubes (TT) during surgery for acquired retraction pocket cholesteatoma (ARPC) can decrease recurrence of ARPC and retraction pockets (RP). 2. To determine the need for subsequent TT in children that did not initially receive TT. STUDY DESIGN: Retrospective review of children who underwent primary surgery for ARPC. SETTING: Tertiary care children's hospital. SUBJECTS AND METHODS: Audiometry, operative reports, office findings, and recurrence of ARPC and RP were analyzed. Univariate analysis with Fisher's exact test, Wilcoxon rank-sum and t test, as well as multivariate analysis with logistical regression, were used for statistical analyses. RESULTS: 21 patients had TT at initial surgery and 34 patients did not. The recurrence of ARPC was 24% for the TT Group versus 44% for the no TT group (p=0.09). The incidence of RP was 33% in the TT group versus 41% in the no TT groups (p=0.35). 35% of the no TT group subsequently required TT. Audiometric outcomes were not different between groups. TT placement did not significantly affect the odds of recurrent ARPC and RP (95% CI 0.12-1.83, p=0.28 for ARPC and 95% CI 0.30-4.60, p=0.82 for RP). However, the odds of recurrent ARPC and RP were significantly increased in children with stapes and malleus erosion by cholesteatoma. Children with stapes and malleus involvement had 5.28 and 11.8 times higher odds of recurrent ARPC compared to those without ossicular erosion (95% CI 1.09-25.6, p=0.04 stapes and 95% CI 1.58-88.3, p=0.02 malleus). Similarly, children with malleus involvement had an 18.6 times higher odds of recurrent RP (95% CI 1.62-214, p=0.02) compared to those who did not. Incus erosion was not a significant predictor for recurrent ARPC and RP. CONCLUSION: There was no statistical difference in recurrence or audiometric outcomes between patients who underwent TT versus those who did not during initial surgery for ARPC. However malleus and stapes erosion were significantly associated with recurrent ARPC and RP. These findings suggest that TT at initial ARPC surgery did not play a role in preventing recurrence, but malleus and incus erosion, was predictive of recurrent disease. A larger, prospective study of TT at initial surgery for ARPC is needed.


Assuntos
Colesteatoma da Orelha Média/cirurgia , Orelha Média/patologia , Ventilação da Orelha Média/métodos , Adolescente , Audiometria , Criança , Pré-Escolar , Orelha Média/cirurgia , Feminino , Humanos , Modelos Logísticos , Masculino , Ventilação da Orelha Média/efeitos adversos , Recidiva , Estudos Retrospectivos , Centros de Atenção Terciária , Resultado do Tratamento
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