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2.
J Vasc Surg ; 75(1): 343-347.e1, 2022 01.
Article in English | MEDLINE | ID: mdl-34506897

ABSTRACT

OBJECTIVE: Sarcopenia, defined as a loss of muscle mass or poor muscle quality, is a syndrome associated with poor surgical outcomes. The prognostic value of sarcopenia in patients with thoracoabdominal aortic aneurysms (TAAAs) is unknown. The present study was designed to define sarcopenia in this patient population and assess its impact on survival among patients who had undergone operative and nonoperative management of TAAAs. METHODS: We retrospectively reviewed all patients with a diagnosis of a TAAA at an academic hospital between 2009 and 2017 who had been selected for operative and nonoperative management. Sarcopenia was identified by measuring the total muscle area on a single axial computed tomography image at the third lumbar vertebra. The muscle areas were normalized by patient height, and cutoff values for sarcopenia were established at the lowest tertile of the normalized total muscle area. Long-term patient survival was assessed using Kaplan-Meier and Cox regression models. RESULTS: A total of 295 patients were identified, of whom 199 had undergone operative management and 96 nonoperative management for TAAAs. The patients selected for nonoperative management were more likely to be women and to have chronic kidney disease, coronary artery disease, cerebrovascular disease, a higher modified frailty index, and a larger aortic diameter. The Kaplan-Meier analyses revealed significantly lower long-term survival for the patients with and without sarcopenia in the operative and nonoperative groups. In Cox regression analyses, sarcopenia was a significant predictor of shorter survival for both operative (hazard ratio, 0.96; 95% confidence interval, 0.94-0.99; P = .006) and nonoperative (hazard ratio, 0.95; 95% confidence interval, 0.90-1.00; P = .05) groups after adjusting for age, race, sex, maximum aortic diameter, modified frailty index, chronic kidney disease, and active smoking. Additionally, age was a significant predictor of shorter survival in the operative group, and smoking and aortic diameter were significant in the nonoperative group. CONCLUSIONS: In our cohort of patients who had received operative and nonoperative management of TAAAs, the patients with sarcopenia had had significantly lower long-term survival, regardless of whether surgery had been performed. These data suggest that sarcopenia could be used as a predictor of survival for patients with TAAAs and might be useful for risk stratification and decision making in the management of TAAAs.


Subject(s)
Aortic Aneurysm, Thoracic/mortality , Blood Vessel Prosthesis Implantation/statistics & numerical data , Conservative Treatment/statistics & numerical data , Sarcopenia/epidemiology , Aged , Aged, 80 and over , Aortic Aneurysm, Thoracic/therapy , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prevalence , Retrospective Studies , Risk Assessment/statistics & numerical data , Risk Factors , Sarcopenia/diagnosis , Survival Rate , Treatment Outcome
3.
J Surg Oncol ; 123(7): 1504-1512, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33735483

ABSTRACT

BACKGROUND: Genetic testing for hereditary breast cancer has implications for breast cancer decision-making. We examined genetic testing rates, factors associated with testing, and the relationship between genetic testing and contralateral prophylactic mastectomy (CPM). METHODS: Patients with breast cancer (2000-2015) from The Health of Women Study were identified and categorized as low, moderate, or high-likelihood of the genetic mutation using a previously published scale based on period-relevant national guidelines incorporating age and family history. Genetic testing and CPM rates were compared using univariate and multivariate logistic regression. RESULTS: Among 4170 patients (median age 56-years), 38% were categorized as high-likelihood of having a genetic mutation. Among high-likelihood women, 67% underwent genetic testing, the odds of which were increased among women of higher-education and White-race (p < .001). Among 2028 patients reporting surgical treatment, 385 (19%) chose CPM. CPM rate was highest among mutation-positive women (41%), but 26% of women with negative tests still underwent CPM. Independent of test result, genetic testing increased the odds of CPM on multivariate analysis (adjusted-OR: 1.69; 95% CI: 1.29-2.22). CONCLUSIONS: Genetic testing rates were higher among women at high-likelihood of mutation carriage, but one-third of these women were not tested. Racial disparities persisted, highlighting the need to improve testing in non-White populations. CPM rates were associated with mutation-carriage and genetic testing, but many women chose CPM despite negative testing, suggesting that well-educated women consider factors other than cancer mortality in selecting CPM.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/surgery , Adult , Breast Neoplasms/diagnosis , Breast Neoplasms/pathology , Cohort Studies , Female , Genetic Testing , Humans , Internet , Middle Aged , Mutation , Neoplasm Staging , Socioeconomic Factors , Women's Health , Young Adult
4.
Ann Vasc Surg ; 70: 481-490, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32603844

ABSTRACT

BACKGROUND: First-generation "off-the-shelf" branched endovascular stent grafts are in development for treatment of thoracoabdominal aortic aneurysms (TAAAs). Prior studies have assessed eligibility rates among highly selected cohorts of patients referred for endovascular treatment, and the broader applicability of these devices to all patients with TAAA is unknown. The aims of this study were to assess the overall suitability of the 3 commercial 4-branched devices with or without adjunct procedure(s) in an unselected cohort of patients with TAAA and to identify areas for improvement in the next generation of devices. METHODS: A retrospective review of three-dimensional centerline reconstructions of contrast-enhanced computed tomography (CT) imaging was performed in consecutive patients with TAAA seen between 2013 and 2017. All patients with contrast-enhanced CT imaging were included, regardless of prior evaluation for suitability for endovascular repair. Eligibility for a device was assessed based on instructions for use (IFU) from the device manufacturer along with prespecified anatomic criteria. Adjunct procedures were defined as carotid-subclavian revascularization, target vessel endovascular intervention, and iliac conduit/revascularization. RESULTS: Of 165 patients with TAAA, 122 had CT scans adequate for study inclusion. Eighteen patients (14.8%) were eligible for at least 1 device by IFU, and 41 (33.6%) could have been made eligible for at least 1 device by an adjunct procedure. Sixty-three (51.6%) were not eligible for any device within IFU even with adjunct procedures, including 31 of 32 patients with TAAA due to dissection. The most common reasons for ineligibility were perivisceral flow channel diameter <20 mm (n = 43) and an inadequate proximal seal zone (n = 29). Women were significantly less likely to be eligible for an off-the-shelf device (P = 0.03) and were more likely to require an iliac procedure to become eligible (P = 0.006). Almost none of the patients with dissection could receive a device even if adjunct procedures were used. CONCLUSIONS: Over half of patients with TAAA could not be made eligible for an off-the-shelf device based on manufacturers' criteria, even with adjunct procedures. Women and patients with TAAA due to dissection had higher rates of ineligibility. These data demonstrate that custom fenestrated devices and low-profile devices are needed to expand eligibility for endovascular repair of TAAA.


Subject(s)
Aortic Aneurysm, Thoracic/diagnostic imaging , Aortic Dissection/diagnostic imaging , Aortography , Blood Vessel Prosthesis Implantation/instrumentation , Blood Vessel Prosthesis , Computed Tomography Angiography , Eligibility Determination , Endovascular Procedures/instrumentation , Stents , Aged , Aged, 80 and over , Aortic Dissection/surgery , Aortic Aneurysm, Thoracic/surgery , Blood Vessel Prosthesis Implantation/adverse effects , Clinical Decision-Making , Endovascular Procedures/adverse effects , Female , Humans , Male , Middle Aged , Patient Selection , Predictive Value of Tests , Prosthesis Design , Retrospective Studies
6.
J Am Coll Surg ; 229(4): 346-354.e3, 2019 10.
Article in English | MEDLINE | ID: mdl-31310851

ABSTRACT

BACKGROUND: Accurate estimation of operative case-time duration is critical for optimizing operating room use. Current estimates are inaccurate and earlier models include data not available at the time of scheduling. Our objective was to develop statistical models in a large retrospective data set to improve estimation of case-time duration relative to current standards. STUDY DESIGN: We developed models to predict case-time duration using linear regression and supervised machine learning. For each of these models, we generated an all-inclusive model, service-specific models, and surgeon-specific models. In the latter 2 approaches, individual models were created for each surgical service and surgeon, respectively. Our data set included 46,986 scheduled operations performed at a large academic medical center from January 2014 to December 2017, with 80% used for training and 20% for model testing/validation. Predictions derived from each model were compared with our institutional standard of using average historic procedure times and surgeon estimates. Models were evaluated based on accuracy, overage (case duration > predicted + 10%), underage (case duration < predicted - 10%), and the predictive capability of being within a 10% tolerance threshold. RESULTS: The machine learning algorithm resulted in the highest predictive capability. The surgeon-specific model was superior to the service-specific model, with higher accuracy, lower percentage of overage and underage, and higher percentage of cases within the 10% threshold. The ability to predict cases within 10% improved from 32% using our institutional standard to 39% with the machine learning surgeon-specific model. CONCLUSIONS: Our study is a notable advancement toward statistical modeling of case-time duration across all surgical departments in a large tertiary medical center. Machine learning approaches can improve case duration estimations, enabling improved operating room scheduling, efficiency, and reduced costs.


Subject(s)
Efficiency, Organizational , Machine Learning , Models, Organizational , Operating Rooms/organization & administration , Operative Time , Adolescent , Adult , Aged , Aged, 80 and over , Algorithms , Female , Humans , Linear Models , Male , Middle Aged , Retrospective Studies , Young Adult
7.
J Vasc Surg ; 70(5): 1427-1435, 2019 11.
Article in English | MEDLINE | ID: mdl-31147133

ABSTRACT

BACKGROUND: Much of the literature describing treatment for thoracoabdominal aortic aneurysm (TAAA) consists of operative series reported by centers of excellence. These studies are limited by referral and selection bias and exclude patients who are not candidates for the reported modality of repair. Little is known about the patients who are not referred or selected for repair. For those undergoing intervention, outcomes such as functional status after surgery are rarely reported. In this study, we address these gaps by reporting two primary end points: 1-year survival and a "good" outcome (defined as successful aneurysm exclusion, freedom from permanent loss of organ system function, and return to preoperative functional status after surgery) in a cohort of TAAA patients, including all nonoperative and operative patients, irrespective of treatment modality. METHODS: A single-institution database was screened by diagnosis codes for TAAA from 2009 to 2017 using the International Classification of Diseases versions 9 and 10. Diagnosis was confirmed by retrospective chart review and computed tomography findings of aneurysmal degeneration ≥3.2 cm of the paravisceral aorta in continuity with aneurysmal aorta meeting standard criteria for repair. Patients <18 years of age and those with mycotic aneurysm were excluded. Patients were either managed nonoperatively or by one of four operative strategies: (i) open; (ii) endovascular with branched endografts; (iii) hybrid, defined as iliovisceral debranching followed by endograft placement; or (iv) partial repair in which the paravisceral segment was intentionally left unaddressed. RESULTS: Among the entire cohort of 432 patients with TAAA, significant comorbidities were seen in 143 (33%). Forty-seven percent of the patients were managed nonoperatively. Of these, 65% survived to 1 year. A survival benefit was seen in the open, endovascular, and partial, but not hybrid, operative groups compared with the nonoperative group during a 3-year period. Overall 1-year survival was 81%, but only 65% had a good outcome (P = .0016). CONCLUSIONS: Nearly half of the patients in this inclusive cohort study did not undergo repair despite access to a variety of operative techniques. Many of these patients die in the short term due to high burden of comorbid disease rather than aneurysm rupture. Among those undergoing operation, a notable difference between survival and good outcome was observed. Operation appears to confer a survival advantage among appropriately selected patients with TAAA, but a large proportion are high risk and may not benefit from operative repair due to limited baseline survival and lower probability of good outcome.


Subject(s)
Aortic Aneurysm, Thoracic/therapy , Blood Vessel Prosthesis Implantation/statistics & numerical data , Conservative Treatment/statistics & numerical data , Endovascular Procedures/statistics & numerical data , Postoperative Complications/epidemiology , Adult , Aged , Aorta, Thoracic/diagnostic imaging , Aorta, Thoracic/surgery , Aortic Aneurysm, Thoracic/mortality , Blood Vessel Prosthesis Implantation/adverse effects , Blood Vessel Prosthesis Implantation/instrumentation , Comorbidity , Conservative Treatment/adverse effects , Conservative Treatment/methods , Endovascular Procedures/adverse effects , Endovascular Procedures/instrumentation , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Patient Selection , Postoperative Complications/diagnosis , Postoperative Complications/etiology , Retrospective Studies , Risk Assessment , Stents/adverse effects , Time Factors , Tomography, X-Ray Computed , Treatment Outcome
8.
J Vasc Surg ; 70(4): 1115-1122, 2019 10.
Article in English | MEDLINE | ID: mdl-30850292

ABSTRACT

OBJECTIVE: Management of abdominal aortic aneurysms (AAA) has undergone considerable advances over the last two decades. Our aim was to evaluate AAA-related mortality trends in Washington State over a 21-year period and to assess variation in AAA-related mortality by sex, race, and county over the same time period. We hypothesized that a significant decrease in AAA-related mortality in Washington State would be noted. METHODS: Death certificate records were obtained from the Washington State Department of Health from 1996 to 2016. Records in which AAA was listed as an underlying or associated cause of death were selected for analysis. Age-standardized mortality rates for each year were calculated using the 2016 Washington State population as the standard. Mortality trends were compared by sex and race using linear regression. County-specific age-standardized ruptured AAA (rAAA) mortality rates were compared using a Kruskal-Wallis test. RESULTS: Of the 1,014,039 deaths occurring in Washington State during the study period, 4438 (0.4%) had AAA listed as an underlying or associated cause of death (66.1% male; 94.8% white; mean age at death, 79.4 ± 9.3 years). In 64.1% of the cases, AAA was listed as the underlying cause of death. AAA-related mortality rates decreased by 62.1% over the 21 years from 5.8 to 2.2 deaths per 100,000. Notably, there was a statistically significant decrease in rAAA-related mortality rates (from 3.2 to 0.95 per 100,000, a decrease of 0.12 deaths/100,000/year; 95% confidence interval, 0.11-0.14; r2 = 0.95). Men had a significantly steeper decrease in age-standardized AAA-related mortality rates with a 55% decrease (from 6.5 to 3.0 per 100,000) vs a 41% decrease (2.4 to 1.4 per 100,000) among women. Men were younger at the time of death than women (78.1 ± 9.4 years vs 81.9 ± 8.6 years, respectively; P < .001). Individuals who were white had a significantly steeper decrease in age-standardized AAA-related mortality rates with a 53% decrease (from 5.3 to 2.5 per 100,000) compared with a 13% decrease among individuals who were nonwhite (from 1.5 to 1.3 per 100,000). Age-standardized rAAA-related mortality rates varied by county (P < .001). CONCLUSIONS: Age-standardized AAA-related mortality rate has decreased in Washington State between 1996 and 2016, with a notable decrease in the rAAA-related mortality rate. The decrease in AAA-related mortality rates varied by sex and race. Additionally, rAAA-related mortality rates differed between counties. These observations are a first step toward regional population assessments. Future work to understand the sources of variation can influence public health interventions on a state level.


Subject(s)
Aortic Aneurysm, Abdominal/mortality , Adolescent , Adult , Age Distribution , Aged , Aged, 80 and over , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/ethnology , Cause of Death/trends , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Male , Middle Aged , Mortality/trends , Sex Distribution , Time Factors , Washington/epidemiology , Young Adult
9.
J Gastrointest Surg ; 23(4): 846-859, 2019 04.
Article in English | MEDLINE | ID: mdl-30788717

ABSTRACT

BACKGROUND: Surgical training has long been to "never let the sun set on a bowel obstruction" without an operation to rule out and/or treat compromised bowel. However, advances in diagnostics have called into question the appropriate timing of non-emergent operations and expectant management is increasingly used. We performed a systematic review to evaluate the safety and effectiveness of expectant management for adhesive small bowel obstruction (aSBO) compared to early, non-emergent operation. MATERIALS & METHODS: We queried PubMed, EMBASE, and Cochrane databases for studies (1990-present) comparing early, non-emergent operations and expectant management for aSBO (PROSPERO #CRD42017057676). RESULTS: Of 4873 studies, 29 cohort studies were included for full-text review. Four studies directly compared early surgery with expectant management, but none excluded patients who underwent emergent operations from those having early non-emergent surgery, precluding a direct comparison of the two treatment types of interest. When aggregated, the rate of bowel resection was 29% in patients undergoing early operation vs. 10% in those undergoing expectant management. The rate of successful, non-operative management in the expectant group was 58%. There was a 1.3-day difference in LOS favoring expectant management (LOS 9.7 vs. 8.4 days), and the rate of death was 2% in both groups. CONCLUSION: Despite the shift towards expectant management of aSBO, no published studies have yet compared early, non-emergent operation and expectant management. A major limitation in evaluating the outcomes of these approaches using existing studies is confounding by indication related to including patients with emergent indications for surgery on admission in the early operative group. A future study, randomizing patients to early non-emergent surgery or expectant management, should inform the comparative safety and value of these approaches.


Subject(s)
Intestinal Obstruction/therapy , Watchful Waiting , Humans , Intestinal Obstruction/etiology , Intestinal Obstruction/surgery , Intestine, Small , Survival Rate , Tissue Adhesions/complications , Treatment Outcome
10.
J Vasc Surg ; 69(6): 1710-1718, 2019 06.
Article in English | MEDLINE | ID: mdl-30552040

ABSTRACT

OBJECTIVE: Data regarding the cardiac abnormalities associated with Stanford type B aortic dissection (TBAD) and whether these abnormalities are related to outcomes are limited. We describe the prevalence of cardiac abnormalities in patients with TBAD as detected by echocardiography. METHODS: This retrospective review included patients with TBAD presenting between 1990 and 2016. Echocardiograms performed within 6 weeks of acute TBAD were reviewed. Cardiac function, valve abnormalities, and stigmata of hypertensive heart disease including left ventricular hypertrophy (LVH) were ascertained. Characteristics of patients who did and did not receive echocardiograms were compared. Outcomes of patients with and without evidence of LVH on echocardiography were also compared. RESULTS: Of 239 patients with TBAD, 90 had echocardiograms performed within 6 weeks of acute TBAD (74% male; mean age, 57.8 ± 13.2 years). Echocardiograms were obtained at a median of 2 days (range, 0-41 days) from acute TBAD. Patients who had echocardiograms were more likely to present with malperfusion (28% vs 14%; P < .01) and had a trend toward increased operative repair during the subacute phase (17.4% vs 9.5%; P = .07) compared with patients who did not receive an echocardiogram. A majority of patients (57%) had at least mild LVH, including 39% of patients without a prior diagnosis of hypertension. Fibrocalcific changes associated with hypertension, including aortic sclerosis and mitral annular calcification, were noted in 40% and 11% of the patients, respectively. Among patients with LVH, there was a trend toward higher all-cause mortality (35% vs 23%; P = .21) and a younger age at death (58 ± 14 years vs 66 ± 13 years; P = .19) despite a similar age at TBAD onset. In a multivariable analysis controlling for age, sex, and admission estimated glomerular filtration rate, LVH independently predicted all-cause mortality (hazard ratio, 2.38; 95% confidence interval, 1.02-5.56; P = .04). CONCLUSIONS: LVH and other findings of hypertensive heart disease are common in patients with TBAD. LVH predicted all-cause mortality after TBAD in this small group of patients. Further exploration of the relationship between the chronic effects of hypertension and using LVH as an objective biomarker to risk stratify patients with TBAD and long-term outcomes after TBAD is warranted.


Subject(s)
Aortic Aneurysm/mortality , Aortic Dissection/mortality , Hypertrophy, Left Ventricular/mortality , Adult , Aged , Aged, 80 and over , Aortic Dissection/diagnostic imaging , Aortic Aneurysm/diagnostic imaging , Cause of Death , Echocardiography , Female , Humans , Hypertrophy, Left Ventricular/diagnostic imaging , Male , Middle Aged , Prevalence , Prognosis , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors , Washington/epidemiology
11.
J Med Internet Res ; 19(10): e341, 2017 10 06.
Article in English | MEDLINE | ID: mdl-28986339

ABSTRACT

BACKGROUND: The involvement of patients in research better aligns evidence generation to the gaps that patients themselves face when making decisions about health care. However, obtaining patients' perspectives is challenging. Amazon's Mechanical Turk (MTurk) has gained popularity over the past decade as a crowdsourcing platform to reach large numbers of individuals to perform tasks for a small reward for the respondent, at small cost to the investigator. The appropriateness of such crowdsourcing methods in medical research has yet to be clarified. OBJECTIVE: The goals of this study were to (1) understand how those on MTurk who screen positive for back pain prioritize research topics compared with those who screen negative for back pain, and (2) determine the qualitative differences in open-ended comments between groups. METHODS: We conducted cross-sectional surveys on MTurk to assess participants' back pain and allow them to prioritize research topics. We paid respondents US $0.10 to complete the 24-point Roland Morris Disability Questionnaire (RMDQ) to categorize participants as those "with back pain" and those "without back pain," then offered both those with (RMDQ score ≥7) and those without back pain (RMDQ <7) an opportunity to rank their top 5 (of 18) research topics for an additional US $0.75. We compared demographic information and research priorities between the 2 groups and performed qualitative analyses on free-text commentary that participants provided. RESULTS: We conducted 2 screening waves. We first screened 2189 individuals for back pain over 33 days and invited 480 (21.93%) who screened positive to complete the prioritization, of whom 350 (72.9% of eligible) did. We later screened 664 individuals over 7 days and invited 474 (71.4%) without back pain to complete the prioritization, of whom 397 (83.7% of eligible) did. Those with back pain who prioritized were comparable with those without in terms of age, education, marital status, and employment. The group with back pain had a higher proportion of women (234, 67.2% vs 229, 57.8%, P=.02). The groups' rank lists of research priorities were highly correlated: Spearman correlation coefficient was .88 when considering topics ranked in the top 5. The 2 groups agreed on 4 of the top 5 and 9 of the top 10 research priorities. CONCLUSIONS: Crowdsourcing platforms such as MTurk support efforts to efficiently reach large groups of individuals to obtain input on research activities. In the context of back pain, a prevalent and easily understood condition, the rank list of those with back pain was highly correlated with that of those without back pain. However, subtle differences in the content and quality of free-text comments suggest supplemental efforts may be needed to augment the reach of crowdsourcing in obtaining perspectives from patients, especially from specific populations.


Subject(s)
Biomedical Research/methods , Crowdsourcing/methods , Low Back Pain/therapy , Adult , Cross-Sectional Studies , Female , Humans , Surveys and Questionnaires
12.
PLoS Negl Trop Dis ; 6(4): e1614, 2012.
Article in English | MEDLINE | ID: mdl-22530072

ABSTRACT

BACKGROUND: The incidence and severity of dengue in Latin America has increased substantially in recent decades and data from Puerto Rico suggests an increase in severe cases. Successful clinical management of severe dengue requires early recognition and supportive care. METHODS: Fatal cases were identified among suspected dengue cases reported to two disease surveillance systems and from death certificates. To be included, fatal cases had to have specimen submitted for dengue diagnostic testing including nucleic acid amplification for dengue virus (DENV) in serum or tissue, immunohistochemical testing of tissue, and immunoassay detection of anti-DENV IgM from serum. Medical records from laboratory-positive dengue fatal case-patients were reviewed to identify possible determinants for death. RESULTS: Among 10,576 reported dengue cases, 40 suspect fatal cases were identified, of which 11 were laboratory-positive, 14 were laboratory-negative, and 15 laboratory-indeterminate. The median age of laboratory-positive case-patients was 26 years (range 5 months to 78 years), including five children aged < 15 years; 7 sought medical care at least once prior to hospital admission, 9 were admitted to hospital and 2 died upon arrival. The nine hospitalized case-patients stayed a mean of 15 hours (range: 3-48 hours) in the emergency department (ED) before inpatient admission. Five of the nine case-patients received intravenous methylprednisolone and four received non-isotonic saline while in shock. Eight case-patients died in the hospital; five had their terminal event on the inpatient ward and six died during a weekend. Dengue was listed on the death certificate in only 5 instances. CONCLUSIONS: During a dengue epidemic in an endemic area, none of the 11 laboratory-positive case-patients who died were managed according to current WHO Guidelines. Management issues identified in this case-series included failure to recognize warning signs for severe dengue and shock, prolonged ED stays, and infrequent patient monitoring.


Subject(s)
Dengue/epidemiology , Dengue/mortality , Disease Outbreaks , Adolescent , Adult , Aged , Antibodies, Viral/blood , Antigens, Viral/analysis , Child , Child, Preschool , Dengue/pathology , Dengue/therapy , Dengue Virus/isolation & purification , Female , Humans , Immunoglobulin M/blood , Infant , Male , Middle Aged , Puerto Rico/epidemiology , RNA, Viral/genetics , RNA, Viral/isolation & purification , Survival Analysis , Young Adult
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