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1.
Artigo em Inglês | MEDLINE | ID: mdl-38480070

RESUMO

OBJECTIVE: The purpose of this study was to identify whether age is associated with mucocele recurrence after excision. STUDY DESIGN: This retrospective cohort study consisted of 492 patients who underwent oral mucocele excision at Boston Children's Hospital from 2010 to 2022. Fisher's exact tests were used to assess the association between age and mucocele recurrence. An adjusted logistic regression model was run to evaluate the effect of age on mucocele recurrence while controlling for confounders. A P value < .05 was considered significant. RESULTS: Mucocele recurrence was observed in 24 cases (4.9%). There was a significant association between age and mucocele recurrence (2.2% for <7 years vs. 2.9% for 7 to <13 years vs. 9.2% for 13 to <18 years vs. 8.9% for >18 years; P = .005). Sex; history of behavioral disorders; mucocele size, duration, and location; suture technique; and type of anesthesia were not significantly associated with recurrence (P > .135). An adjusted logistic regression model verified a significant association between age and mucocele recurrence (odds ratio, 1.053; 95% confidence interval, 1.019-1.088; P = .035). CONCLUSIONS: Mucocele recurrence occurs infrequently in patients younger than 7 years and is most prevalent in the teenage to young adult patient population. For every year increase in age, the odds of mucocele recurrence increase by 5.3%.


Assuntos
Mucocele , Recidiva , Humanos , Mucocele/cirurgia , Mucocele/patologia , Mucocele/epidemiologia , Feminino , Masculino , Adolescente , Estudos Retrospectivos , Criança , Fatores de Risco , Adulto , Pré-Escolar , Fatores Etários , Boston/epidemiologia
2.
Am J Prev Med ; 66(1): 159-163, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37734482

RESUMO

INTRODUCTION: In 2011, Boston restricted cigar sales to packages of at least 4 cigars unless sold at a minimum of $2.50 per cigar. Nearly 200 localities in Massachusetts have since adopted policies establishing minimum pack quantities of 2-5 or minimum prices of $2.50-5.00 per cigar. The objective of this study was to examine the impact of these policies on youth cigar use. METHODS: Biennial data from 1999 to 2019 were obtained from the Massachusetts Youth Risk Behavior Survey and analyzed in 2023. Final analytic samples included 15,674 youth for the Boston analyses and 35,674 youth for the statewide analyses. For Boston, change in use was examined from prepolicy (1999-2011) to postpolicy (2012-2019). For statewide analyses, the percentage of the state covered by a policy was estimated. Multivariable logistic regressions examined the impact of cigar policies on cigar and cigarette use. Analyses were adjusted for sociodemographic characteristics and stratified by sex and race. RESULTS: Policy enactment was associated with significant decreases in the odds of cigar use in Boston (AOR: 0.28; 95% CI: 0.17-0.47) and statewide (AOR: 0.98; 95% CI: 0.98-0.99), with similar findings for cigarette use. Results were consistent among males and females statewide but only among males in Boston. By race statewide and in Boston, odds of cigar use decreased significantly among White, Black, and Hispanic youth, but not youth of other races. CONCLUSIONS: These findings indicate small increases in the quantity and price of cigar packs could discourage young people from purchasing and using cigars, providing significant benefits for local tobacco control efforts.


Assuntos
Produtos do Tabaco , Masculino , Feminino , Humanos , Adolescente , Comércio , Massachusetts/epidemiologia , Comportamento do Consumidor , Boston/epidemiologia
3.
Pediatr Dermatol ; 41(2): 266-269, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38128580

RESUMO

Pediatric melanoma of the scalp has the highest mortality of any anatomic location. We describe five pediatric patients with a diagnosis of scalp melanoma receiving care at Massachusetts General Hospital and/or Boston Children's Hospital from 2018 through 2022. Melanoma presented in diverse contexts: cellular blue nevus-associated, compound nevus-associated, spitzoid, nodular, and superficial spreading subtypes. This study describes a range of melanoma presentations and emphasizes the need for additional compilation of data on pediatric scalp melanomas to promote their recognition and improve patient care.


Assuntos
Melanoma , Nevo Azul , Neoplasias Cutâneas , Criança , Humanos , Melanoma/diagnóstico , Melanoma/terapia , Neoplasias Cutâneas/diagnóstico , Neoplasias Cutâneas/cirurgia , Couro Cabeludo , Boston/epidemiologia
4.
JAMA Netw Open ; 6(11): e2343417, 2023 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-37966837

RESUMO

Importance: Use of telehealth has increased substantially in recent years. However, little is known about whether the likelihood of completing recommended tests and specialty referrals-termed diagnostic loop closure-is associated with visit modality. Objectives: To examine the prevalence of diagnostic loop closure for tests and referrals ordered at telehealth visits vs in-person visits and identify associated factors. Design, Setting, and Participants: In a retrospective cohort study, all patient visits from March 1, 2020, to December 31, 2021, at 1 large urban hospital-based primary care practice and 1 affiliated community health center in Boston, Massachusetts, were evaluated. Main Measures: Prevalence of diagnostic loop closure for (1) colonoscopy referrals (screening and diagnostic), (2) dermatology referrals for suspicious skin lesions, and (3) cardiac stress tests. Results: The study included test and referral orders for 4133 patients (mean [SD] age, 59.3 [11.7] years; 2163 [52.3%] women; 203 [4.9%] Asian, 1146 [27.7%] Black, 2362 [57.1%] White, and 422 [10.2%] unknown or other race). A total of 1151 of the 4133 orders (27.8%) were placed during a telehealth visit. Of the telehealth orders, 42.6% were completed within the designated time frame vs 58.4% of those ordered during in-person visits and 57.4% of those ordered without a visit. In an adjusted analysis, patients with telehealth visits were less likely to close the loop for all test types compared with those with in-person visits (odds ratio, 0.55; 95% CI, 0.47-0.64). Conclusions: The findings of this study suggest that rates of loop closure were low for all test types across all visit modalities but worse for telehealth. Failure to close diagnostic loops presents a patient safety challenge in primary care that may be of particular concern during telehealth encounters.


Assuntos
Telemedicina , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Boston/epidemiologia , Encaminhamento e Consulta , Estudos Retrospectivos , Idoso
5.
Breast Cancer Res Treat ; 202(2): 335-343, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37624552

RESUMO

PURPOSE: We studied women enrolled in the Boston Mammography Cohort Study to investigate whether subgroups defined by age, race, or family history of breast cancer experienced differences in the incidence of screening or diagnostic imaging rates during the COVID-19 lockdown and had slower rebound in the incidence of these rates during reopening. METHODS: We compared the incidence of monthly breast cancer screening and diagnostic imaging rates over during the pre-COVID-19 (January 2019-February 2020), lockdown (March-May 2020), and reopening periods (June-December 2020), and tested for differences in the monthly incidence within the same period by age (< 50 vs ≥ 50), race (White vs non-White), and first-degree family history of breast cancer (yes vs no). RESULTS: Overall, we observed a decline in breast cancer screening and diagnostic imaging rates over the three time periods (pre-COVID-19, lockdown, and reopening). The monthly incidence of breast cancer screening rates for women age ≥ 50 was 5% higher (p = 0.005) in the pre-COVID-19 period (January 2019-February 2020) but was 19% lower in the reopening phase (June-December 2020) than that of women aged < 50 (p < 0.001). White participants had 36% higher monthly incidence of breast cancer diagnostic imaging rates than non-White participants (p = 0.018). CONCLUSION: The rebound in screening was lower in women age ≥ 50 and lower in non-White women for diagnostic imaging. Careful attention must be paid as the COVID-19 recovery continues to ensure equitable resumption of care.


Assuntos
Neoplasias da Mama , COVID-19 , Feminino , Humanos , Detecção Precoce de Câncer , Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/epidemiologia , Boston/epidemiologia , Estudos de Coortes , COVID-19/diagnóstico , COVID-19/epidemiologia , Controle de Doenças Transmissíveis , Mamografia
6.
Pediatr Dermatol ; 40(5): 816-819, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37253684

RESUMO

BACKGROUND: Pediatric oncology patients undergoing cancer treatment can often have numerous and recalcitrant cutaneous warts due to their underlying immunosuppression. There are little published data on the optimal management of warts in pediatric oncology patients undergoing active cancer treatment compared to patients having completed treatment. Our objective was to analyze the clinical course of warts treated within this patient population at Boston Children's Hospital over a 10-year period. METHODS: This was a single-institution retrospective study of 72 pediatric oncology patients from 1 September 2011 to 1 September 2021 who were treated for warts at Boston Children's Hospital. All patients had a diagnosis of cutaneous warts with at least one follow-up visit and were receiving active treatment for cancer either during or after concurrent treatment of their warts. We examined the modality and effectiveness of wart treatments while both on and offactive treatment of their cancer. RESULTS: The median age was 12 years (range 4-18). Fifty-four percent of patients were documented to have plantar warts. Sixty percent of patients with a documented number of warts had more than five warts at presentation. For cases in which outcomes were specified, treatment resulted in complete resolution of warts in only 24.0% of patients undergoing active cancer treatment compared to 63.3% of patients not on active treatment. Warts persisted or worsened in 56.0% of patients undergoing active cancer treatment compared to only 13.4% of patients not on active treatment. CONCLUSION: These data may help guide clinicians in evaluating and treating warts in pediatric oncology patients.


Assuntos
Verrugas , Criança , Humanos , Pré-Escolar , Adolescente , Estudos Retrospectivos , Verrugas/tratamento farmacológico , Administração Cutânea , Terapia de Imunossupressão , Boston/epidemiologia , Resultado do Tratamento
7.
PLoS One ; 18(3): e0283730, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36996149

RESUMO

Patients with heart failure (HF) often have multiple chronic conditions and are at increased risk for severe disease and mortality when infected by SARS-CoV-2, the virus that causes COVID-19. Furthermore, disparities in outcomes with COVID-19 have been associated with both racial/ethnic identity but also social determinants of health. Among older, urban-dwelling, minority patients with HF, we sought to characterize medical and non-medical factors associated with SARS-CoV-2 infection. Patients with HF living in Boston and New York City over 60 years of age participating in the Screening for Cardiac Amyloidosis with Nuclear Imaging (SCAN-MP) study between 12/1/2019 and 10/15/2021 (n = 180) were tested for nucleocapsid antibodies to SARS-CoV-2 and queried for symptomatic infection with PCR verification. Baseline testing included the Kansas City Cardiomyopathy Questionnaire (KCCQ), assessment of health literacy, biochemical, functional capacity, echocardiography, and a novel survey tool that determined living conditions, perceived risk of infection, and attitudes towards COVID-19 mitigation. The association of infection with prevalent socio-economic conditions was assessed by the area deprivation index (ADI). There were 50 overall cases of SARS-CoV-2 infection (28%) including 40 demonstrating antibodies to SARS-CoV-2 (indicative of prior infection) and 10 positive PCR tests. There was no overlap between these groups. The first documented case from New York City indicated infection prior to January 17, 2020. Among active smokers, none tested positive for prior SARS-CoV-2 infection (0 (0%) vs. 20 (15%), p = 0.004) vs. non-smokers. Cases were more likely to be taking ACE-inhibitors/ARBs compared to non-cases (78% vs 62%, p = 0.04). Over a mean follow-up of 9.6 months, there were 6 total deaths (3.3%) all unrelated to COVID-19. Death and hospitalizations (n = 84) were not associated with incident (PCR tested) or prior (antibody) SARS-CoV-2 infection. There was no difference in age, co-morbidities, living conditions, attitudes toward mitigation, health literacy, or ADI between those with and without infection. SARS-CoV-2 infection was common among older, minority patients with HF living in New York City and Boston, with evidence of infection documented in early January 2020. Health literacy and ADI were not associated with infection, and there was no increased mortality or hospitalizations among those infected with SARS-CoV-2.


Assuntos
COVID-19 , Insuficiência Cardíaca , Determinantes Sociais da Saúde , Idoso , Humanos , Pessoa de Meia-Idade , Anticorpos , COVID-19/etnologia , Insuficiência Cardíaca/etnologia , SARS-CoV-2 , Boston/epidemiologia , Cidade de Nova Iorque/epidemiologia
8.
J Gerontol A Biol Sci Med Sci ; 77(9): 1760-1765, 2022 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-35037036

RESUMO

Age-associated changes in DNA methylation have been implicated as 1 mechanism to explain the development of frailty; however, previous cross-sectional studies of epigenetic age acceleration (eAA) and frailty have had inconsistent findings. Few longitudinal studies have considered the association of eAA with change in frailty. We sought to determine the association between eAA and change in frailty in the MOBILIZE Boston cohort. Participants were assessed at 2 visits 12-18 months apart. Intrinsic, extrinsic, GrimAge, and PhenoAge eAA were assessed from whole-blood DNA methylation at baseline using the Infinium 450k array. Frailty was assessed by a continuous frailty score based on the frailty phenotype and by frailty index (FI). Analysis was by correlation and linear regression with adjustment for age, sex, smoking status, and body mass index. Three hundred and ninety-five participants with a frailty score and 431 with an FI had epigenetic and follow-up frailty measures. Mean (standard deviation) ages were 77.8 (5.49) and 77.9 (5.47) for the frailty score and the FI cohorts respectively, and 232 (58.7%) and 257 (59.6%) were female. All participants with epigenetic data identified as White. Baseline frailty score was not correlated with intrinsic or extrinsic eAA, but was correlated with PhenoAge and, even after adjustment for covariates, GrimAge. Baseline FI was correlated with extrinsic, GrimAge, and PhenoAge eAA with and without adjustment. No eAA measure was associated with change in frailty, with or without adjustment. Our results suggest that no eAA measure was associated with change in frailty. Further studies should consider longer periods of follow-up and repeated eAA measurement.


Assuntos
Fragilidade , Aceleração , Envelhecimento/genética , Boston/epidemiologia , Metilação de DNA , Epigênese Genética , Feminino , Fragilidade/genética , Humanos , Masculino
9.
J Trauma Acute Care Surg ; 92(3): 511-519, 2022 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-34284465

RESUMO

BACKGROUND: While hospital-based violence intervention programs are primarily designed to aid youth victims of gun violence at high risk for reinjury, the root causes and complex outcomes of community violence are varied. In this study, we examined the risk factors for violent penetrating injury and how the risk of adverse outcomes for survivors differs by injury type (stabbing vs. gunshot wound). METHODS: This retrospective study was performed using a cohort of patients presenting to the Boston Medical Center emergency department for a penetrating injury due to community violence between 2006 and 2016. Cox proportional hazards regression models were used to estimate hazard ratios (HRs) and 95% confidence intervals (95% CIs) for the risk of all-cause mortality and violent reinjury within 3 years after surviving a penetrating injury. RESULTS: Of the 4,280 survivors of the initial violent penetrating injury, there were 88 deaths (2.1%) and 568 violent reinjuries (13.3%) within 3 years. Compared with gunshot wound victims, stab wound victims were 31% less likely to be reinjured with a gunshot wound (HR, 0.69; 95% CI, 0.51-0.93), 72% more likely to be reinjured with a stab wound (HR, 1.72; 95% CI, 1.21-2.43), and 49% more likely to be reinjured by assault (HR, 1.49; 95% CI, 1.14-1.94). While survivors of stabbing and firearm injuries were equally at risk for 3-year all-cause mortality, stab wound victims were 3.75 times more likely to die by a drug/alcohol overdose (HR, 3.75; 95% CI, 1.11-20.65). CONCLUSION: Patients surviving a stab wound have a significantly higher risk of violent reinjury by stabbing or assault, and risk of death by drug/alcohol overdose. Hospital-based violence intervention programs with similar patient populations should explore options to expand partnerships with drug treatment programs. These results illustrate two distinct populations of victims of violence-gunshot victims and stabbing/assault victims-with separate risk factors and outcomes, mediated by substance use disorder. LEVEL OF EVIDENCE: Prognostic and Epidemiologic; level III.


Assuntos
Sobreviventes , Violência , Ferimentos por Arma de Fogo/epidemiologia , Ferimentos Perfurantes/epidemiologia , Adulto , Boston/epidemiologia , Causas de Morte , Serviço Hospitalar de Emergência , Feminino , Humanos , Masculino , Recidiva , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Transtornos Relacionados ao Uso de Substâncias/epidemiologia
10.
Am J Kidney Dis ; 79(2): 231-243.e1, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34175376

RESUMO

RATIONALE & OBJECTIVE: Plasma kidney injury molecule 1 (KIM-1) is a sensitive marker of proximal tubule injury, but its association with risks of adverse clinical outcomes across a spectrum of kidney diseases is unknown. STUDY DESIGN: Prospective, observational cohort study. SETTING & PARTICIPANTS: 524 individuals enrolled into the Boston Kidney Biopsy Cohort (BKBC) Study undergoing clinically indicated native kidney biopsy with biopsy specimens adjudicated for semiquantitative scores of histopathology by 2 kidney pathologists and 3,800 individuals with common forms of chronic kidney disease (CKD) enrolled into the Chronic Renal Insufficiency Cohort (CRIC) Study. EXPOSURE: Histopathologic lesions and clinicopathologic diagnosis in cross-sectional analyses, baseline plasma KIM-1 levels in prospective analyses. OUTCOMES: Baseline plasma KIM-1 levels in cross-sectional analyses, kidney failure (defined as initiation of kidney replacement therapy) and death in prospective analyses. ANALYTICAL APPROACH: Multivariable-adjusted linear regression models tested associations of plasma KIM-1 levels with histopathologic lesions and clinicopathologic diagnoses. Cox proportional hazards models tested associations of plasma KIM-1 levels with future kidney failure and death. RESULTS: In the BKBC Study, higher plasma KIM-1 levels were associated with more severe acute tubular injury, tubulointerstitial inflammation, and more severe mesangial expansion after multivariable adjustment. Participants with diabetic nephropathy, glomerulopathies, and tubulointerstitial disease had significantly higher plasma KIM-1 levels after multivariable adjustment. In the BKBC Study, CKD in 124 participants progressed to kidney failure and 85 participants died during a median follow-up time of 5 years. In the CRIC Study, CKD in 1,153 participants progressed to kidney failure and 1,356 participants died during a median follow-up time of 11.5 years. In both cohorts, each doubling of plasma KIM-1 level was associated with an increased risk of kidney failure after multivariable adjustment (hazard ratios of 1.19 [95% CI, 1.03-1.38] and 1.10 [95% CI, 1.06-1.15] for BKBC and CRIC, respectively). There was no statistically significant association of plasma KIM-1 levels with death in either cohort. LIMITATIONS: Generalizability and unmeasured confounding. CONCLUSIONS: Plasma KIM-1 is associated with underlying tubulointerstitial and mesangial lesions and progression to kidney failure in 2 cohort studies of individuals with kidney diseases.


Assuntos
Insuficiência Renal Crônica , Biomarcadores , Biópsia , Boston/epidemiologia , Estudos de Coortes , Estudos Transversais , Progressão da Doença , Humanos , Rim , Estudos Prospectivos , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/epidemiologia
11.
JAMA Netw Open ; 4(12): e2139564, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-34928357

RESUMO

Importance: Preeclampsia is an independent risk factor for future cardiovascular disease and disproportionally affects non-Hispanic Black women. The association of maternal nativity and duration of US residence with preeclampsia and other cardiovascular risk factors is well described among non-Hispanic Black women but not among women of other racial and ethnic groups. Objective: To examine differences in cardiovascular risk factors and preeclampsia prevalence by race and ethnicity, nativity, and duration of US residence among Hispanic, non-Hispanic Black, and non-Hispanic White women. Design, Setting, and Participants: This cross-sectional analysis of the Boston Birth Cohort included a racially diverse cohort of women who had singleton deliveries at the Boston Medical Center from October 1, 1998, to February 15, 2016. Participants self-identified as Hispanic, non-Hispanic Black, or non-Hispanic White. Data were analyzed from March 1 to March 31, 2021. Exposures: Maternal nativity and duration of US residence (<10 vs ≥10 years) were self-reported. Main Outcome and Measures: Diagnosis of preeclampsia, the outcome of interest, was retrieved from maternal medical records. Results: A total of 6096 women (2400 Hispanic, 2699 non-Hispanic Black, and 997 non-Hispanic White) with a mean (SD) age of 27.5 (6.3) years were included in the study sample. Compared with Hispanic and non-Hispanic White women, non-Hispanic Black women had the highest prevalence of chronic hypertension (204 of 2699 [7.5%] vs 65 of 2400 [2.7%] and 28 of 997 [2.8%], respectively), obesity (658 of 2699 [24.4%] vs 380 of 2400 [15.8%] and 152 of 997 [15.2%], respectively), and preeclampsia (297 of 2699 [11.0%] vs 212 of 2400 [8.8%] and 71 of 997 [7.1%], respectively). Compared with their counterparts born outside the US, US-born women in all 3 racial and ethnic groups had a significantly higher prevalence of obesity (Hispanic women, 132 of 556 [23.7%] vs 248 of 1844 [13.4%]; non-Hispanic Black women, 444 of 1607 [27.6%] vs 214 of 1092 [19.6%]; non-Hispanic White women, 132 of 776 [17.0%] vs 20 of 221 [9.0%]), smoking (Hispanic women, 98 of 556 [17.6%] vs 30 of 1844 [1.6%]; non-Hispanic Black women, 330 of 1607 [20.5%] vs 53 of 1092 [4.9%]; non-Hispanic White women, 382 of 776 [49.2%] vs 42 of 221 [19.0%]), and severe stress (Hispanic women, 76 of 556 [13.7%] vs 85 of 1844 [4.6%]; non-Hispanic Black women, 231 of 1607 [14.4%] vs 120 of 1092 [11.0%]; non-Hispanic White women, 164 of 776 [21.1%] vs 26 of 221 [11.8%]). After adjusting for sociodemographic and cardiovascular risk factors, birth status outside the US (adjusted odds ratio [aOR], 0.74 [95% CI, 0.55-1.00]) and shorter duration of US residence (aOR, 0.62 [95% CI, 0.41-0.93]) were associated with lower odds of preeclampsia among non-Hispanic Black women. However, among Hispanic and non-Hispanic White women, maternal nativity (aOR for Hispanic women, 1.07 [95% CI, 0.72-1.60]; aOR for non-Hispanic White women, 0.98 [95% CI, 0.49-1.96]) and duration of US residence (aOR for Hispanic women <10 years, 1.04 [95% CI, 0.67-1.59]; aOR for non-Hispanic White women <10 years, 1.20 [95% CI, 0.48-3.02]) were not associated with preeclampsia. Conclusions and Relevance: Nativity-related disparities in preeclampsia persisted among non-Hispanic Black women but not among Hispanic and non-Hispanic White women after adjusting for sociodemographic and cardiovascular risk factors. Further research is needed to explore the interplay of factors contributing to nativity-related disparities in preeclampsia, particularly among non-Hispanic Black women.


Assuntos
Negro ou Afro-Americano , Doenças Cardiovasculares/etnologia , Emigrantes e Imigrantes , Disparidades nos Níveis de Saúde , Hispânico ou Latino , Pré-Eclâmpsia/etnologia , População Branca , Adulto , Boston/epidemiologia , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/etiologia , Estudos Transversais , Feminino , Fatores de Risco de Doenças Cardíacas , Humanos , Pré-Eclâmpsia/diagnóstico , Pré-Eclâmpsia/etiologia , Gravidez , Características de Residência , Fatores de Risco , Autorrelato , Fatores Socioeconômicos , Fatores de Tempo
12.
JAMA Netw Open ; 4(9): e2126337, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-34550383

RESUMO

Importance: Although tumor-infiltrating lymphocytes (TILs) are an important histopathologic characteristic reflecting host immune response in patients with melanoma, their prognostic value remains controversial. Because manual review of medical records is labor intensive, a survival analysis using a large patient cohort with comprehensive clinical and histopathologic characteristics is lacking. Objective: To assess the prognostic significance of TILs among patients with cutaneous melanoma using a large cohort established through natural language processing (NLP) algorithms. Design, Setting, and Participants: This retrospective cohort study analyzed the medical records of 14 436 patients with cutaneous melanoma at Brigham and Women's Hospital between June 1, 2004, and December 31, 2019. Patients were followed up to death or censored at their last clinical visit. Main Outcome and Measures: The primary outcome was overall survival (OS). Survival analysis was conducted using Kaplan-Meier curves, the log-rank test, and Cox proportional hazards regression analysis. Results: A total of 14 436 patients with cutaneous melanoma were identified in the institution's pathology information system. Using NLP, we established a study cohort of 2624 patients (1462 men [55.7%]; median age, 61 years [interquartile range, 50-72 years]) who had vertical growth phase melanoma with TIL status scored. Absent TILs were identified in 434 patients (16.5%), nonbrisk TILs in 1916 patients (73.0%), and brisk TILs in 274 patients (10.4%). The 5-year survival rate was 71.0% (95% CI, 65.5%-76.9%) among patients with an absence of TILs, 73.8% (95% CI, 71.1%-76.5%) among patients with nonbrisk TILs, and 85.2% (95% CI, 80.0%-90.7%) among patients with brisk TILs. Brisk TILs were significantly associated with improved OS (adjusted hazard ratio, 0.63; 95% CI, 0.42-0.95; P = .03; 14.2% OS advantage at 5 years), and nonbrisk TILs were not associated with improved OS (adjusted hazard ratio, 0.87; 95% CI, 0.68-1.11; P = .25), compared with the absence of TILs. Conclusions and Relevance: This study provides evidence based on a large patient cohort from a single institution that suggests that brisk TILs represent an independent prognostic factor for OS among patients with primary cutaneous melanoma. The study also suggests that NLP is a highly efficient tool to facilitate large-scale analyses that involve free-text clinical data.


Assuntos
Linfócitos do Interstício Tumoral/patologia , Melanoma/mortalidade , Melanoma/patologia , Neoplasias Cutâneas/mortalidade , Neoplasias Cutâneas/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais , Boston/epidemiologia , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Processamento de Linguagem Natural , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida , Melanoma Maligno Cutâneo
13.
BMC Pregnancy Childbirth ; 21(1): 594, 2021 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-34470614

RESUMO

BACKGROUND: Given the trend of increasing maternal age and associated adverse reproductive outcomes in the US, this study aimed to assess whether this association is due to an independent aging or confounded by sociodemographic, biomedical, or behavioral determinants in a predominantly Black US population. METHODS: Data was from 8509 women enrolled in the Boston Birth Cohort. Adverse reproductive outcomes included spontaneous preterm delivery, cesarean delivery, and low birth weight. Covariates included sociodemographic (parity, race/ethnicity, education, marital status, income, receipt of public assistance, nativity); biomedical (obesity, hypertensive disorders, diabetes mellitus); and behavioral (consistent intake of multivitamin supplements, support from father of baby, support from family, major stress in pregnancy, cigarette smoking, alcohol intake). Analysis included Lowess and marginal probability plots, crude and adjusted sequential logistic regression models to examine age-outcome associations and to what degree the association can be explained by the above covariables. RESULT: Overall, the study sample had high levels of spontaneous preterm birth (18%), cesarean delivery (33%) and low birth weight (26%). Unadjusted models showed no significant difference odds of spontaneous preterm birth by maternal age but higher odds of cesarean section (aOR: 1.77, 95% CI: 1.60, 1.95) and low birth weight (aOR: 1.15, 95% CI: 1.04, 1.28) among women 30 years or older. Adjustment for sociodemographic factors, biomedical conditions and behavioral factors revealed higher odds of spontaneous preterm birth: (aOR: 1.30, 95% CI: 1.14, 1.49), cesarean section deliveries (aOR: 1.68, 95% CI: 1.51, 1.87) and low birth weight (aOR: 1.36, 95% CI: 1.21, 1.53). Across all ages, optimal BMI status and consistent multivitamin supplement intake were protective of spontaneous preterm birth and low birth weight. CONCLUSION: In this high-risk minority population, we demonstrated that the association between increasing maternal age and adverse pregnancy outcomes was due to an independent aging effect and the presence of confounding by sociodemographic, biomedical, and behavioral factors. Some modifiable risk factors to counteract aging effect, include optimizing BMI and consistent intake of multivitamin supplement. A fundamental change in how care is provided to women, particularly low income Black women, is needed with emphasis on the protective role of optimal nutritional status. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT03228875.


Assuntos
Cesárea/estatística & dados numéricos , Recém-Nascido de Baixo Peso , Idade Materna , Resultado da Gravidez/epidemiologia , Nascimento Prematuro/epidemiologia , Adulto , Boston/epidemiologia , Estudos de Coortes , Fatores de Confusão Epidemiológicos , Estudos Transversais , Feminino , Humanos , Gravidez , Fatores Raciais , Fatores de Risco
14.
JAMA Netw Open ; 4(7): e2115267, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-34251443

RESUMO

Importance: Bariatric surgical weight loss is associated with reduced cardiovascular mortality; however, the mechanisms underlying this association are incompletely understood. Objectives: To identify variables associated with vascular remodeling after bariatric surgery and to examine how sex, race, and metabolic status are associated with microvascular and macrovascular outcomes. Design, Setting, and Participants: This population-based longitudinal cohort included 307 individuals who underwent bariatric surgery. Participants were enrolled in the bariatric weight loss program at Boston Medical Center, a large, multi-ethnic urban hospital, with presurgical and postsurgical assessments. Data were collected from December 11, 2001 to August 27, 2019. Data were analyzed in September 2019. Exposure: Bariatric surgery. Main Outcomes and Measures: Flow-mediated dilation (FMD) and reactive hyperemia (RH) (as measures of macrovascular and microvascular function, respectively) and clinical variables were measured preoperatively at baseline and at least once postoperatively within 12 months of the bariatric intervention. Results: A total of 307 participants with obesity (mean [SD] age, 42 [12] years; 246 [80%] women; 199 [65%] White; mean [SD] body mass index, 46 [8]) were enrolled in this study. Bariatric surgery was associated with significant weight loss and improved macrovascular and microvascular function across subgroups of sex, race, and traditional metabolic syndrome (mean [SD] pre- vs postsurgery weight: 126 [25] kg vs 104 [25] kg; P < .001; mean [SD] pre- vs postsurgery FMD: 9.1% [5.3] vs 10.2% [5.1]; P < .001; mean [SD] pre- vs postsurgery RH: 764% [400] vs 923% [412]; P < .001). Factors associated with change in vascular phenotype correlated most strongly with adiposity markers and several metabolic variables depending on vascular territory (eg, association of weight change with change in RH: estimate, -3.2; 95% CI, -4.7 to -1.8; association of hemoglobin A1c with change in FMD: estimate, -0.5; 95% CI, -0.95 to -0.05). While changes in macrovascular function among individuals with metabolically healthy obesity were not observed, the addition of biomarker assessment using high-sensitivity C-reactive protein plasma levels greater than 2 mg/dL identified participants with seemingly metabolically healthy obesity who had low-grade inflammation and achieved microvascular benefit from weight loss surgery. Conclusions and Relevance: The findings of this study suggest that bariatric intervention is associated with weight loss and favorable remodeling of the vasculature among a wide range of individuals with cardiovascular risk. Moreover, differences in arterial responses to weight loss surgery by metabolic status were identified, underscoring heterogeneity in physiological responses to adiposity change and potential activation of distinct pathological pathways in clinical subgroups. As such, individuals with metabolically healthy obesity represent a mixed population that may benefit from more refined phenotypic classification.


Assuntos
Cirurgia Bariátrica/efeitos adversos , Doenças Cardiovasculares/etiologia , Obesidade/cirurgia , Resultado do Tratamento , Adulto , Cirurgia Bariátrica/métodos , Cirurgia Bariátrica/normas , Índice de Massa Corporal , Boston/epidemiologia , Doenças Cardiovasculares/epidemiologia , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Obesidade/complicações
15.
JAMA Netw Open ; 4(7): e2114723, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-34232304

RESUMO

Importance: Electronic health records (EHRs) provide a low-cost means of accessing detailed longitudinal clinical data for large populations. A lung cancer cohort assembled from EHR data would be a powerful platform for clinical outcome studies. Objective: To investigate whether a clinical cohort assembled from EHRs could be used in a lung cancer prognosis study. Design, Setting, and Participants: In this cohort study, patients with lung cancer were identified among 76 643 patients with at least 1 lung cancer diagnostic code deposited in an EHR in Mass General Brigham health care system from July 1988 to October 2018. Patients were identified via a semisupervised machine learning algorithm, for which clinical information was extracted from structured and unstructured data via natural language processing tools. Data completeness and accuracy were assessed by comparing with the Boston Lung Cancer Study and against criterion standard EHR review results. A prognostic model for non-small cell lung cancer (NSCLC) overall survival was further developed for clinical application. Data were analyzed from March 2019 through July 2020. Exposures: Clinical data deposited in EHRs for cohort construction and variables of interest for the prognostic model were collected. Main Outcomes and Measures: The primary outcomes were the performance of the lung cancer classification model and the quality of the extracted variables; the secondary outcome was the performance of the prognostic model. Results: Among 76 643 patients with at least 1 lung cancer diagnostic code, 42 069 patients were identified as having lung cancer, with a positive predictive value of 94.4%. The study cohort consisted of 35 375 patients (16 613 men [47.0%] and 18 756 women [53.0%]; 30 140 White individuals [85.2%], 1040 Black individuals [2.9%], and 857 Asian individuals [2.4%]) after excluding patients with lung cancer history and less than 14 days of follow-up after initial diagnosis. The median (interquartile range) age at diagnosis was 66.7 (58.4-74.1) years. The area under the receiver operating characteristic curves of the prognostic model for overall survival with NSCLC were 0.828 (95% CI, 0.815-0.842) for 1-year prediction, 0.825 (95% CI, 0.812-0.836) for 2-year prediction, 0.814 (95% CI, 0.800-0.826) for 3-year prediction, 0.814 (95% CI, 0.799-0.828) for 4-year prediction, and 0.812 (95% CI, 0.798-0.825) for 5-year prediction. Conclusions and Relevance: These findings suggest the feasibility of assembling a large-scale EHR-based lung cancer cohort with detailed longitudinal clinical measurements and that EHR data may be applied in cancer progression with a set of generalizable approaches.


Assuntos
Neoplasias Pulmonares/mortalidade , Aprendizado de Máquina/normas , Algoritmos , Área Sob a Curva , Boston/epidemiologia , Estudos de Coortes , Registros Eletrônicos de Saúde/estatística & dados numéricos , Feminino , Humanos , Neoplasias Pulmonares/epidemiologia , Aprendizado de Máquina/estatística & dados numéricos , Masculino , Prognóstico , Curva ROC , Análise de Sobrevida , Sobreviventes/estatística & dados numéricos
16.
J Am Coll Cardiol ; 77(20): 2480-2489, 2021 05 25.
Artigo em Inglês | MEDLINE | ID: mdl-34016261

RESUMO

BACKGROUND: Several clinical and cardiac magnetic resonance (CMR)-derived parameters have been shown to be associated with death or heart transplant late after the Fontan operation. OBJECTIVES: The objective of this study was to identify the relative importance and interactions of clinical and CMR-based parameters for risk stratification after the Fontan operation. METHODS: Fontan patients were retrospectively reviewed. Clinical and CMR parameters were analyzed using univariable Cox regression. The primary endpoint was time to death or (listing for) heart transplant. To identify the patients at highest risk for the endpoint, classification and regression tree survival analysis was performed, including all significant variables from Cox regression. RESULTS: The cohort consisted of 416 patients (62% male) with a median age of 16 years (25th, 75th percentiles: 11, 23 years). Over a median follow-up of 5.4 years (25th, 75th percentiles: 2.4, 10.0 years) after CMR, 57 patients (14%) reached the endpoint (46 deaths, 7 heart transplants, 4 heart transplant listings). Lower total indexed end-diastolic volume (EDVi) was the strongest predictor of transplant-free survival. Among patients with dilated ventricles (EDVi ≥156 ml/BSA1.3), worse global circumferential strain (GCS) was the next most important predictor (73% vs. 44%). In patients with smaller ventricles (EDVi <156 ml/BSA1.3), New York Heart Association functional class ≥II was the next most important predictor (30% vs. 4%). CONCLUSIONS: In this cohort of patients late after Fontan operation, increased ventricular dilation was the strongest independent predictor of death or transplant (listing). Patients with both ventricular dilation and worse GCS were at highest risk. These data highlight the value of integrating CMR and clinical parameters for risk stratification in this population.


Assuntos
Técnicas de Imagem Cardíaca , Técnica de Fontan/mortalidade , Imageamento por Ressonância Magnética , Adolescente , Boston/epidemiologia , Criança , Feminino , Transplante de Coração/estatística & dados numéricos , Humanos , Masculino , Estudos Retrospectivos , Adulto Jovem
17.
J Trauma Acute Care Surg ; 90(5): 880-890, 2021 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-33891572

RESUMO

BACKGROUND: We sought to describe characteristics, multisystem outcomes, and predictors of mortality of the critically ill COVID-19 patients in the largest hospital in Massachusetts. METHODS: This is a prospective cohort study. All patients admitted to the intensive care unit (ICU) with reverse-transcriptase-polymerase chain reaction-confirmed severe acute respiratory syndrome coronavirus 2 infection between March 14, 2020, and April 28, 2020, were included; hospital and multisystem outcomes were evaluated. Data were collected from electronic records. Acute respiratory distress syndrome (ARDS) was defined as PaO2/FiO2 ratio of ≤300 during admission and bilateral radiographic pulmonary opacities. Multivariable logistic regression analyses adjusting for available confounders were performed to identify predictors of mortality. RESULTS: A total of 235 patients were included. The median (interquartile range [IQR]) Sequential Organ Failure Assessment score was 5 (3-8), and the median (IQR) PaO2/FiO2 was 208 (146-300) with 86.4% of patients meeting criteria for ARDS. The median (IQR) follow-up was 92 (86-99) days, and the median ICU length of stay was 16 (8-25) days; 62.1% of patients were proned, 49.8% required neuromuscular blockade, and 3.4% required extracorporeal membrane oxygenation. The most common complications were shock (88.9%), acute kidney injury (AKI) (69.8%), secondary bacterial pneumonia (70.6%), and pressure ulcers (51.1%). As of July 8, 2020, 175 patients (74.5%) were discharged alive (61.7% to skilled nursing or rehabilitation facility), 58 (24.7%) died in the hospital, and only 2 patients were still hospitalized, but out of the ICU. Age (odds ratio [OR], 1.08; 95% confidence interval [CI], 1.04-1.12), higher median Sequential Organ Failure Assessment score at ICU admission (OR, 1.24; 95% CI, 1.06-1.43), elevated creatine kinase of ≥1,000 U/L at hospital admission (OR, 6.64; 95% CI, 1.51-29.17), and severe ARDS (OR, 5.24; 95% CI, 1.18-23.29) independently predicted hospital mortality.Comorbidities, steroids, and hydroxychloroquine treatment did not predict mortality. CONCLUSION: We present here the outcomes of critically ill patients with COVID-19. Age, acuity of disease, and severe ARDS predicted mortality rather than comorbidities. LEVEL OF EVIDENCE: Prognostic, level III.


Assuntos
COVID-19/complicações , COVID-19/mortalidade , Mortalidade Hospitalar , Gravidade do Paciente , Injúria Renal Aguda/virologia , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Antimaláricos/uso terapêutico , Boston/epidemiologia , COVID-19/fisiopatologia , COVID-19/terapia , Comorbidade , Creatina Quinase/sangue , Cuidados Críticos , Estado Terminal , Oxigenação por Membrana Extracorpórea , Feminino , Gastroenteropatias/virologia , Humanos , Hidroxicloroquina/uso terapêutico , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Bloqueio Neuromuscular , Escores de Disfunção Orgânica , Pneumonia Bacteriana/virologia , Úlcera por Pressão/etiologia , Decúbito Ventral , Estudos Prospectivos , Síndrome do Desconforto Respiratório/fisiopatologia , Síndrome do Desconforto Respiratório/virologia , Fatores de Risco , SARS-CoV-2 , Choque/virologia , Esteroides/uso terapêutico , Taxa de Sobrevida , Tromboembolia/virologia , Resultado do Tratamento
18.
J Surg Res ; 264: 117-123, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33812090

RESUMO

BACKGROUND: Acute cholecystitis is a common reason for emergency general surgery admission. The declaration of the COVID-19 pandemic may have resulted in treatment delays and corresponding increases in severity of disease. This study compared cholecystitis admissions and disease severity pre- and postdeclaration of pandemic. MATERIALS AND METHODS: Retrospective review of adult acute cholecystitis admissions (January 1,2020-May 31, 2020). Corresponding time periods in 2018 and 2019 comprised the historical control. Difference-in-differences analysis compared biweekly cholecystitis admissions pre- and postdeclaration in 2020 to the historical control. Odds of increased severity of disease presentation were assessed using multivariable logistic regression. RESULTS: Cholecystitis admissions decreased 48.7% from 5.2 to 2.67 cases (RR 0.51 [0.28,0.96], P = 0.04) following pandemic declaration when comparing 2020 to historical control (P = 0.02). After stratifying by severity, only Tokyo I admissions declined significantly postdeclaration (RR 0.42 [0.18,0.97]), when compared to historical control (P = 0.02). There was no change in odds of presenting with severe disease after the pandemic declaration (aOR 1.00 [95% CI 0.30, 3.38] P < 0.99) despite significantly longer lengths of symptoms reported in mild cases. CONCLUSIONS: Postpandemic declaration we experienced a significant decrease in cholecystitis admissions without corresponding increases in disease severity. The pandemic impacted healthcare-seeking behaviors, with fewer mild presentations. Given that the pandemic did not increase odds of presenting with increased severity of disease, our data suggests that not all mild cases of cholecystitis progress to worsening disease and some may resolve without medical or surgical intervention.


Assuntos
COVID-19/epidemiologia , Colecistite/diagnóstico , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Admissão do Paciente/estatística & dados numéricos , Índice de Gravidade de Doença , Adulto , Idoso , Boston/epidemiologia , COVID-19/prevenção & controle , COVID-19/psicologia , COVID-19/transmissão , Colecistite/epidemiologia , Colecistite/terapia , Progressão da Doença , Feminino , Hospitais Urbanos/estatística & dados numéricos , Humanos , Masculino , Pessoa de Meia-Idade , Pandemias/prevenção & controle , Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Admissão do Paciente/tendências , Estudos Retrospectivos , Provedores de Redes de Segurança/estatística & dados numéricos
19.
J Crit Care ; 63: 106-112, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33676795

RESUMO

PURPOSE: Acute Respiratory Distress Syndrome (ARDS) secondary to severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) has demonstrated variable oxygenation and respiratory-system mechanics without investigation of transpulmonary and chest-wall mechanics. This study describes lung, chest wall and respiratory-system mechanics in patients with SARS-CoV-2 and ARDS. METHODS: Data was collected from forty patients with confirmed SARS-CoV-2 and ARDS at Beth Israel Deaconess Medical Center in Boston, Massachusetts. Esophageal balloons were placed to estimate pleural and transpulmonary pressures. Clinical characteristics, respiratory-system, transpulmonary, and chest-wall mechanics were measured over the first week. RESULTS: Patients had moderate-severe ARDS (PaO2/FiO2 123[98-149]) and were critically ill (APACHE IV 108 [94-128] and SOFA 12 [11-13]). PaO2/FiO2 improved over the first week (150 mmHg [122.9-182] to 185 mmHg [138-228] (p = 0.035)). Respiratory system (30-35 ml/cm H2O), lung (40-50 ml/cm H2O) and chest wall (120-150 ml/cm H2O) compliance remained similar over the first week. Elevated basal pleural pressures correlated with BMI. Patients required prolonged mechanical ventilation (14.5 days [9.5-19.0]), with a mortality of 32.5%. CONCLUSIONS: Patients displayed normal chest-wall mechanics, with increased basal pleural pressure. Respiratory system and lung mechanics were similar to known existing ARDS cohorts. The wide range of respiratory system mechanics illustrates the inherent heterogeneity that is consistent with typical ARDS.


Assuntos
COVID-19/complicações , Pulmão/fisiopatologia , Síndrome do Desconforto Respiratório/etiologia , Mecânica Respiratória , SARS-CoV-2/genética , APACHE , Idoso , Boston/epidemiologia , COVID-19/epidemiologia , COVID-19/terapia , COVID-19/virologia , Estudos de Coortes , Estado Terminal , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Escores de Disfunção Orgânica , Respiração com Pressão Positiva/métodos , Síndrome do Desconforto Respiratório/epidemiologia , Síndrome do Desconforto Respiratório/terapia , Síndrome do Desconforto Respiratório/virologia
20.
J Nutr ; 151(4): 999-1007, 2021 04 08.
Artigo em Inglês | MEDLINE | ID: mdl-33693857

RESUMO

BACKGROUND: Vitamin D deficiency has been associated with health problems globally, but there is limited information on vitamin D status and associated risk factors among adults in underserved populations. OBJECTIVE: This study aimed to identify risk factors for vitamin D deficiency/insufficiency among Puerto Rican adults from the Boston Puerto Rican Health Study (BPRHS). METHODS: A total of 822 adults (45-75 y, at baseline) were included in these analyses. Deficiency was defined as serum 25-hydroxyvitamin D [25(OH)D] <30 and insufficiency as 30 to <50 nmol/L. Dietary intake was assessed with a validated FFQ. Associations between risk factors, including dietary vitamin D, supplement use, ancestry, skin pigmentation, months in the past year spent in a southern climate, and serum 25(OH)D were assessed with multivariable general linear models. RESULTS: Approximately 13% of participants were deficient in 25(OH)D and another 43% insufficient. Skin pigment was associated with 25(OH)D using 3 measures, greater African ancestry (ß ± SE) (-7.74 ± 2.91, P = 0.01); interviewer assessed dark or medium, compared with white, skin tone, (-5.09 ± 2.19, P = 0.02 and -5.89 ± 1.58, P < 0.001, respectively); and melanin index of the upper inner right arm, assessed using a spectrophotometer (-2.04 ± 0.84, P = 0.02). After adjusting for ancestry, factors associated with lower serum 25(OH)D included smoking (-4.49 ± 1.58, P = 0.01); BMI (-0.21 ± 0.10, P = 0.04); and spring compared with autumn blood draw (-4.66 ± 1.68, P = 0.004). Factors associated with higher serum 25(OH)D included female sex compared with male (4.03 ± 1.58, P = 0.01); dietary vitamin D intake µg/d (0.71 ± 0.25, P < 0.004); vitamin D supplement use (4.50 ± 1.87, P = 0.02); income to poverty ratio (0.01 ± 0.01, P = 0.06), and months in a southern climate during the past year (0.96 ± 0.56, P = 0.09). CONCLUSIONS: Vitamin D deficiency/insufficiency was prevalent in this Puerto Rican population living in the northeastern USA. Several factors were associated with this, which may assist in identifying those at risk. Interventions are needed to improve serum 25(OH)D concentration, particularly among those with limited exposure to sunlight.


Assuntos
Deficiência de Vitamina D/epidemiologia , Vitamina D/análogos & derivados , Idoso , Boston/epidemiologia , Estudos Transversais , Suplementos Nutricionais , Feminino , Hispânico ou Latino , Humanos , Masculino , Pessoa de Meia-Idade , Estado Nutricional , Porto Rico/etnologia , Fatores de Risco , Pigmentação da Pele , Vitamina D/administração & dosagem , Vitamina D/sangue , Deficiência de Vitamina D/sangue
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