scholarly journals Predictors of Mortality in Elder Patients With Proximal Humeral Fracture

2017 ◽  
Vol 9 ◽  
pp. 215145851772815 ◽  
Author(s):  
Chad M. Myeroff ◽  
Jeffrey P. Anderson ◽  
Daniel S. Sveom ◽  
Julie A. Switzer
Keyword(s):  
Elderly Patients ◽  
Proximal Humerus ◽  
Humeral Fracture ◽  
Patient Characteristics ◽  
Treatment Method ◽  
Shoulder Function ◽  
Predictors Of Mortality ◽  
Inpatient Ward ◽  
Increased Risk ◽  
American Society

Background: Known possible consequences of proximal humerus fractures include impaired shoulder function, decreased independence, and increased risk for mortality. The purpose of this report is to describe the survival and independence of elderly patients with fractures of the proximal humerus, treated in our institution, relative to patient characteristics and treatment method. Methods: Retrospective cohort study from 2006 to 2012. Setting: Community-based hospital with level 1 designation. Patients/Participants: Three hundred nineteen patients ≥60 years who presented to the emergency department with an isolated fracture of the proximal humerus were either admitted to the inpatient ward for the organization and provision of immediate definitive care or discharged with the expectation of coordination of their care as an outpatient. Treatment was nonoperative or operative. Outcome Measures: One- and 2-year mortality. Results: Significant predictors of mortality at 1 year included Charlson Comorbidity Index (CCI; continuous, hazard ratio [HR] = 1.40; 95% confidence interval [CI]: 1.06-1.86), body mass index (BMI; <25 vs ≥25; HR = 3.43; 95% CI: 1.45-8.14), and American Society of Anesthesiologists (ASA) disease severity score (3-4 vs 1-2; HR = 4.48; 95% CI: 1.21-16.55). In addition to CCI and BMI, reliance on a cane/walker/wheelchair at the time of fracture predicted mortality at 2 years (vs unassisted ambulation; HR = 3.13; 95% CI: 1.59-5.88). Although the Neer classification of fracture severity significantly correlated with inpatient admission ( P < .001), it was not significantly associated with mortality or with loss of living or ambulatory independence. Among admitted patients, 64% were discharged to a facility with a higher level of care than their prefracture living facility. Twenty percent of study patients experienced a loss in ambulatory status by at least 1 level at 1 year postfracture. Conclusion: In a cohort of elderly patients with fractures of the proximal humerus, patient characteristics including comorbidities, ASA classification, and lower BMI were associated with increased mortality. Specifically, those admitted at the time of fracture and treated nonoperatively had the highest mortality rate and, likely, represent the frailest cohort. Those initially treated as outpatients and later treated operatively had the lowest mortality and, likely, represent the healthiest cohort. These data are inherently biased by prefracture comorbidities but help stratify our patients’ mortality risk at the time of injury.

scholarly journals Complications and Readmissions After Total Hip Replacement in Octogenarians and Nonagenarians

2020 ◽  
Vol 11 ◽  
pp. 215145932094095
Author(s):  
Nicholas Yohe ◽  
Miriam D. Weisberg ◽  
Matthew Ciminero ◽  
Angelo Mannino ◽  
Orry Erez ◽  
...  
Keyword(s):  
Elderly Patients ◽  
Primary Care Physicians ◽  
Major Complication ◽  
Chronic Obstructive ◽  
Unplanned Readmission ◽  
Obstructive Pulmonary Disease ◽  
Improvement Project ◽  
Total Hip ◽  
Increased Risk ◽  
American Society

Introduction: As the US population ages, the need for total hip arthroplasty (THA) is predicted to increase by 174% by 2030. The purpose of our study was to examine the rate and risks of 30-day complications and unplanned readmission in patients over the age of 80 years old. Materials and Methods: The National Surgical Quality Improvement Project database for the years 2008 to 2014 was queried for patients over the age of 80 undergoing THA. The risks of major complications, minor complications, bleeding occurrences, unplanned readmissions, and deaths over a 30-day period were examined using univariate and multivariate analyses. Results: A total of 7730 patients were included for analysis; 324 (4.2%) patients experienced a major complication, 1944 (25.1%) patients experienced a minor complication, 1776 (22.9%) patients had a bleeding occurrence requiring transfusion, and 376 (4.9%) patients experienced an unplanned readmission to the hospital within 30 days. A total of 33 (0.4%) patient deaths were recorded within 30 days postoperatively. Patients with congestive heart failure were at increased risk for developing a major complication, odds ratio (OR) 3.618 (1.052-12.437), and postoperative death, OR 11.920 (1.362-104.322). Patients with an American Society of Anesthesiologists >2, OR: 1.351 (1.131-1.613), and an operative time greater than 120 minutes, OR: 1.346 (1.084-1.670), had increased risks of minor complications. Patients with a body mass index greater than 30 had reduced rates of minor complications, OR: 0.609 (0.486-0.763). Increased risk of unplanned readmission was seen in patients with chronic obstructive pulmonary disease, OR: 2.403 (1.324-4.359). Discussion/Conclusion: Elderly patients undergoing THA have high complication and readmission rates. Surgeons should convey these increased risk factors and rates of complications in elective THAs to their elderly patients and work with primary care physicians to mitigate these risks.

Risperidone treatment in elderly patients with dementia: relative risk of cerebrovascular events versus other antipsychotics

2005 ◽  
Vol 17 (4) ◽  
pp. 617-629 ◽  
Author(s):  
Sanford Finkel ◽  
Chris Kozma ◽  
Stacey Long ◽  
Andrew Greenspan ◽  
Ramy Mahmoud ◽  
...  
Keyword(s):  
Elderly Patients ◽  
Atypical Antipsychotics ◽  
Reference Group ◽  
Wide Spectrum ◽  
Patient Characteristics ◽  
Antipsychotic Treatment ◽  
Cerebrovascular Events ◽  
Increased Risk ◽  
Significant Difference ◽  
Treatment Alternatives

Background:The possibility that low-dose antipsychotic treatment is associated with increased risk of cerebrovascular events (CVEs) in elderly patients with dementia has been raised. The objective was to determine whether risperidone is associated with an increased risk of CVEs relative to other commonly considered alternative treatments.Methods:An analysis of Medicaid data from 1999 to 2002, representing approxi-mately 8 million enrollees from multiple states, was conducted. The primary outcome was the incidence of acute inpatient admission for a CVE within 3 months following initiation of treatment with atypical antipsychotics (risperidone, olanzapine, quetiapine, or ziprasidone), haloperidol, or benzo-diazepines.Results:Descriptive analyses found similar rates of incident CVEs across evaluated agents. Multivariate analyses found no differences in comparisons of risperidone with olanzapine or quetiapine. Risperidone and other antipsychotics as a group were also not associated with a higher odds ratio (OR) of incident CVE than either haloperidol or benzodiazepines. With risperidone as the reference group: olanzapine, OR=1.05, 95% CI 0.63–1.73; quetiapine, OR=0.66, 95% CI 0.23–1.87; haloperidol, OR=1.91, 95% CI 1.02–3.60; benzodiazepines, OR=1.97, 95% CI 1.30–2.98. With benzodiazepines as the reference group, the OR of incident CVE for all antipsychotics as a class was 0.49, 95%CI 0.35–0.69.Conclusions:This study found no significant difference in the incidence of CVEs between patients taking risperidone and those taking other atypical antipsychotics. Risperidone and all atypical antipsychotics were not associated with higher risk than two common treatment alternatives (haloperidol and benzodiazepines). These findings do not support the conclusion that risperidone is associated with a higher risk of CVE than other available treatment alternatives. The data also suggest that patient characteristics other than antipsychotic use are more significant predictors of CVEs. Given the relatively low rates of incident CVEs, a larger sample of patients with groups closely balanced on a wide spectrum of potential risk factors could provide a more precise assessment of risk.

EFFICACY OF HEMIARTHROPLASTY FOR HUMERAL FOUR-PART FRACTURES IN ELDERLY

2020 ◽  
Vol 4 (7) ◽  
Author(s):  
Satish Bobade ◽  
Sandesh Bobade ◽  
Pravin Deokate
Keyword(s):  
Elderly Patients ◽  
Proximal Humerus ◽  
Humeral Fracture ◽  
The Elderly ◽  
Disability Score ◽  
Lesser Tuberosity ◽  
Factors Affecting ◽  
Vas Score ◽  
Number Of Patients

Background: There are four anatomic parts of the proximal humerus namely, head, greater tuberosity, lesser tuberosity, and surgical neck. 140 ͦ is the approx angle that is formed by the neck-shaft of the humeral. With prevalence rate of 5-6% among the elderly its incidence increase with the advancement in the age.  There are various factors affecting this advancement of the elderly patients towards the proximal humerus including increasing age, osteoporosis, age, sex and other similar factors. Aim: To study the efficacy of Hemiarthroplasty for Humeral Four-part Fractures in Elderly Patients Methods: It was an observational study. 30 patients were taken up for the study, who were diagnosed with humeral fracture. All the patients were included in the study after getting written consent from them. Radiography was done for all the patients from an AP view, a lateral shoulder view in the scapular plane, and of the axilla according to the Neer’s classification. Results: The above table shows that the number of patients was 10 and that of the female patients was 20. The mean age for the patients was 75.45±10.69 years. The VAS score before treatment was found to be ranged from 50-90 and the VAS score after treatment was found to be ranged from 75-95. The above table shows that the VAS pain was 20 in 3 months follow up time that increased to 25 in 1 year follow up time. The VAS disability score within 3 months follow up was 53 that reduced to 47 in 1 year follow-up period. The CMS activity score was in 3 months follow-up was 10.5 and that in 1 year follow up was 15. The CMS mobility after 3 months follow-up was 13 that increased to 22 in 1 year follow-up period. Conclusion: In the light of above results and discussion it is evident that the Hemiarthroplasty is a more viable option for reducing pain and increasing mobility in elderly patients suffering from four-part humeral fracture as compared to any other operative technique.

scholarly journals Comparison of hematological and inflammatory mortality predictors between older and younger COVID-19 patients

2021 ◽  
Keyword(s):  
Elderly Patients ◽  
Mortality Risk ◽  
Troponin T ◽  
Mortality Data ◽  
Monocyte Count ◽  
Geriatric Population ◽  
Younger Patients ◽  
Predictors Of Mortality ◽  
Inflammatory Parameters ◽  
Increased Risk

Background/objective: Several hematological and inflammatory parameters so far have been associated with COVID-19 disease severity; however, such evidence for particularly vulnerable elderly patients is lacking. This study aimed to investigate potential and practical biomarkers that could assist in predicting mortality at the presentation in a group of elderly and non-elderly patients. Methods: This retrospective cohort study included 1820 COVID-19 patients hospi-talized for treatment. Clinical and mortality data as well as certain hematological and inflammatory parameters were retrieved from records. For analysis, patients were divided into two groups as geriatric (age ≥65 years) and non-geriatric subjects. The associated factors of the parameters on mortality were examined separately for elderly and younger patients. Results: Following multivariate analysis, high neutrophil count and high troponin T levels emerged as significant independent predictors of mortality in both geriatric patients and younger patients. Low and high monocyte count was associated with increased mortality risk for geriatric and younger patients, respectively. In the geriatric population, high ferritin levels and high RBC count was associated with increased risk, but increased eosinophil count was associated with decreased risk. Low lymphocyte count emerged as a predictor of mortality among younger patients. Conclusion: Several hematological and inflammatory parameters and indices may assist in predicting the mortality risk in patients with COVID-19; however, there appears to be some differences in terms of these predictors of mortality between elderly and younger patients. Larger prospective studies are warranted to support these findings.

Cerebral vasospasm and delayed cerebral infarctions in 225 patients with non-aneurysmal subarachnoid hemorrhage: the underestimated risk of Fisher 3 blood distribution

2016 ◽  
Vol 8 (12) ◽  
pp. 1247-1252 ◽  
Author(s):  
Juergen Konczalla ◽  
Sepide Kashefiolasl ◽  
Nina Brawanski ◽  
Stephanie Lescher ◽  
Christian Senft ◽  
...  
Keyword(s):  
Multivariate Analysis ◽  
Subarachnoid Hemorrhage ◽  
Elderly Patients ◽  
Cerebral Vasospasm ◽  
Aneurysmal Subarachnoid Hemorrhage ◽  
Patient Characteristics ◽  
Unfavorable Outcome ◽  
Bleeding Pattern ◽  
Excellent Outcome ◽  
Increased Risk

ObjectiveRecent data have shown increasing numbers of non-aneurysmal subarachnoid hemorrhage (NASAH). However, data are limited and often only small series have been published. Our objective was to analyze the rate of cerebral vasospasm (CVS), delayed cerebral infarction (DCI), and their influence on the clinical outcome, especially in patients with diffuse Fisher 3 bleeding pattern NASAH (Fi3).MethodsBetween 1999 and 2014, 225 patients had NASAH. CVS, DCI, and outcome (according to the modified Rankin Scale at 6 months) were analyzed retrospectively. Patients were stratified according to the bleeding type. After univariate analysis a multivariate analysis was performed and NASAH Fi3 was also compared with aneurysmal SAH Fi3.ResultsPatient characteristics and the outcome of perimesencephalic (PM) and non-PM (NPM) SAH were similar. Excluding Fi3, PM and NPM without Fi3 had similar patient characteristics, clinical course, and outcome. In particular, the Fi3 subgroup had a significantly increased risk of CVS, DCI, unfavorable outcome, hydrocephalus, and death. Early hydrocephalus was associated with Fi3 and intraventricular hemorrhage. The multivariate regression model showed the variables elderly patients, Fi3, and early hydrocephalus as independent and significant predictors for an unfavorable outcome. A further comparison of NASAH Fi3 with aneurysmal SAH Fi3 showed similar characteristics, CVS rate, and mortality.ConclusionsPatients with NASAH without a Fi3 bleeding pattern had a similar excellent outcome to patients with PM-SAH. Patients with Fi3 had a high risk for early hydrocephalus, CVS, DCI, and an unfavorable outcome, similar to patients with aneurysmal SAH. After multivariate analysis, early hydrocephalus, elderly patients, and Fi3 were identified as negative prognostic factors. Therefore, patients with Fi3 are at risk and need careful clinical observation.

Prosthesis-Patient Mismatch Causes a Significantly Increased Risk of Operative Mortality in Aortic Valve Replacement

2014 ◽  
Vol 17 (3) ◽  
pp. 127 ◽  
Author(s):  
Muhammad Shahzeb Khan ◽  
Faizan Imran Bawany ◽  
Asadullah Khan ◽  
Mehwish Hussain
Keyword(s):  
Aortic Valve ◽  
Aortic Valve Replacement ◽  
Valve Replacement ◽  
Operative Mortality ◽  
Univariate Analysis ◽  
Female Gender ◽  
Valve Prosthesis ◽  
Predictors Of Mortality ◽  
Increased Risk ◽  
Urgent Operation

<p><b>Background:</b> Small aortic prosthesis can lead to prosthesis-patient mismatch (PPM). Implanting such small prosthesis remains a controversial issue. This study was done to investigate whether or not PPM causes an increased operative mortality in aortic valve replacement (AVR).</p><p><b>Methods:</b> Two-hundred-two consecutive patients undergoing primary AVR in a tertiary hospital were included. The sample was grouped according to the aortic valve prosthesis size: ?21 mm (small) and >21 mm (standard). The effect of variables on outcomes was determined by univariate and multivariable regression analyses.</p><p><b>Results:</b> PPM was found significantly more among patients with AVR ? 21mm (<i>P</i> < 0.0001). Moreover, the likelihood of mortality also was significantly higher in these patients (<i>P</i> < 0.0001). Univariate analysis demonstrated small prosthesis size, urgent operation, PPM, female gender, and NYHA Class IV as significant predictors of mortality. Multivariate regression identified female gender, PPM, and urgent operation as the key independent predictors of mortality.</p><p><b>Conclusion:</b> PPM and female gender are significant predictors of mortality. Care should be taken to prevent PPM by implanting larger prosthesis especially in females.</p>

Circulating Stem/Progenitor Cells as Prognostic Biomarkers in Macro- and Microvascular Disease: A Narrative Review of Prospective Observational Studies

2018 ◽  
Vol 25 (35) ◽  
pp. 4507-4517 ◽  
Author(s):  
Mauro Rigato ◽  
Gian Paolo Fadini
Keyword(s):  
Cardiovascular Disease ◽  
Progenitor Cells ◽  
Cardiovascular Events ◽  
Observational Studies ◽  
English Language ◽  
Microvascular Disease ◽  
Patient Characteristics ◽  
Diabetic Patients ◽  
Increased Risk ◽  
Cell Phenotypes

Background: Circulating progenitor cells (CPCs) and endothelial progenitor cells (EPCs) are immature cells involved in vascular repair and related to many aspects of macro and microvascular disease. <p> Objective: We aimed to review studies reporting the prognostic role of CPCs/EPCs measurement on development of cardiovascular disease and microangiopathy. <p> Methods and Results: We reviewed the English language literature for prospective observational studies reporting the future development of cardiovascular disease or microangiopathy in patients having a baseline determination of CPCs/EPCs. We retrieved 34 studied reporting on cardiovascular outcomes and 2 studies reporting on microvascular outcomes. Overall, a reduced baseline level of CPCs/EPCs was associated with a significant increased risk of cardiovascular events, all-cause death, and onset/progression of microangiopathy. The most predictive phenotypes were CD34+ and CD34+CD133+. The main limitation was related to the high heterogeneity among studies in terms of patient characteristics and cell phenotypes. <p> Conclusion: The present review shows that a reduced level of circulating progenitor cells is a risk factor for the development of future cardiovascular events and death. In addition, low CPCs/EPCs levels predict the onset or worsening of microalbuminuria and retinopathy in diabetic patients.

scholarly journals Incidence, characteristics, determinants and prognostic impact of recurrent syncope

2020 ◽  
Vol 41 (Supplement_2) ◽  
Author(s):  
T Zimmermann ◽  
J Du Fay De Lavallaz ◽  
T Nestelberger ◽  
D Gualandro ◽  
P Badertscher ◽  
...  
Keyword(s):  
Patient Characteristics ◽  
Coronary Intervention ◽  
Final Diagnosis ◽  
Major Adverse Cardiovascular Events ◽  
Unknown Etiology ◽  
Funding Source ◽  
Prognostic Impact ◽  
Lasso Regression ◽  
Recurrence Rates ◽  
Increased Risk

Abstract Background The incidence, characteristics, determinants, and prognostic impact of recurrent syncope are largely unknown, causing uncertainty for both patients and physicians. Methods We characterized recurrent syncope including sex-specific aspects and its impact on death and major adverse cardiovascular events (MACE) in a large prospective international multicenter study enrolling patients ≥40 years presenting with syncope to the emergency department (ED). Syncope etiology was centrally adjudicated by two independent and blinded cardiologists using all information becoming available during syncope work-up and 12-month follow-up. MACE were defined as a composite of all-cause death, acute myocardial infarction, surgical or percutaneous coronary intervention, life-threatening arrhythmia including cardiac arrest, pacemaker or implantable cardioverter defibrillator implantation, valve intervention, heart-failure, gastrointestinal bleeding or other bleeding requiring transfusion, intracranial hemorrhage, ischemic stroke or transient ischemic attack, sepsis and pulmonary embolism. Results Incidence of recurrent syncope among 1790 patients was 20% (95%-confidence interval (CI) 18% to 22%) within 24 months. Patients with an adjudicated final diagnosis of cardiac syncope (hazard ratio (HR) 1.50, 95%-CI 1.11 to 2.01) or syncope of unknown etiology even after central adjudication (HR 2.11, 95%-CI 1.54 to 2.89) had an increased risk for syncope recurrence (Figure). LASSO regression fit on all patient information available early in the ED identified more than three previous episodes of syncope as the only independent predictor for recurrent syncope (HR 2.13, 95%-CI 1.64 to 2.75). Recurrent syncope within the first 12 months after the index event carried an increased risk for all-cause death (HR 1.59, 95%-CI 1.06 to 2.38) and MACE (HR 2.24, 95%-CI 1.67 to 3.01), whereas recurrences after 12 months did not have a significant impact on outcome measures. Conclusion Recurrence rates of syncope are substantial and vary depending on syncope etiology. There seem to be no reliable patient characteristics available early on the ED that allow for the prediction of recurrent syncope with only a history of more than three previous syncope being associated with a higher risk for future recurrences. Importantly, recurrent syncope within the first 12 months carries an increased risk for death and MACE. Figure 1 Funding Acknowledgement Type of funding source: Public grant(s) – National budget only. Main funding source(s): Swiss National Science Foundation, Swiss Heart Foundation

ECG-guided PICC insertion using a new silicon catheter with a conductive tip: A retrospective clinical study

2021 ◽  
pp. 112972982110025
Author(s):  
Yu-Xia Yin ◽  
Wei Gao ◽  
Sheng-Yu Feng ◽  
Deng-Xu Wang ◽  
Min Wan ◽  
...  
Keyword(s):  
Clinical Study ◽  
Daily Practice ◽  
Patient Characteristics ◽  
Mobile App ◽  
High Rate ◽  
Exit Site Infection ◽  
Increased Risk ◽  
Retrospective Clinical Study ◽  
Operation Rate ◽  
Catheter Tip

Objective: Safety and efficacy of ECG-guided PICC insertion using a new silicon catheter with a conductive tip was evaluated in daily practice. Methods: A retrospective study was conducted on 1659 patients who accepted successful tip-conductive PICC placement and clinically followed-up until the catheter removal between January 2018 and April 2019. Baseline of patient characteristics, catheter placement characteristics, date of dressing changes as well as records of catheter-related complications were extracted from a special designed mobile APP. Results: The first-attempt success (success of placing catheter tip to the ideal position by primary indwelling operation) rate of PICC placement was 99.3%. The average duration of PICC placement was 128.7 ± 39.5 days and 1535 patients (92.5%) reached the therapy end-point without any complications and removed the catheter normally. The cumulative rates of total complications were 7.5%, including exit site infection (2.5%), phlebitis (0.9%), DVT (1.0%), catheter malposition (1.1%), catheter breakage (0.1%), and liquid extravasation (1.8%). In multivariable logistic regression analyses, hyperlipidemia, diabetes mellitus, lung cancer, stomach cancer, and lymphoma were significantly associated with increased risk of complications, as the independent risk factors. Conclusions: This retrospective clinical study demonstrates that ECG-guided insertion of a new tip-conductive PICC is associated with a high rate of first-attempt success and low rate of catheter related complications.

scholarly journals Comparing Patient Characteristics, Clinical Outcomes, and Biomarkers of Severe Asthma Patients in Taiwan

Biomedicines ◽  
2021 ◽  
Vol 9 (7) ◽  
pp. 764
Author(s):  
Shih-Lung Cheng ◽  
Kuo-Chin Chiu ◽  
Hsin-Kuo Ko ◽  
Diahn-Warng Perng ◽  
Hao-Chien Wang ◽  
...  
Keyword(s):  
Severe Asthma ◽  
Clinical Characteristics ◽  
Linear Models ◽  
Patient Characteristics ◽  
Emergency Department Visits ◽  
Receiver Operating Characteristic Curves ◽  
Increased Risk ◽  
Significant Difference ◽  
Asthma Patients ◽  
Patients At Risk

Purpose: To understand the association between biomarkers and exacerbations of severe asthma in adult patients in Taiwan. Materials and Methods: Demographic, clinical characteristics and biomarkers were retrospectively collected from the medical charts of severe asthma patients in six hospitals in Taiwan. Exacerbations were defined as those requiring asthma-specific emergency department visits/hospitalizations, or systemic steroids. Enrolled patients were divided into: (1) those with no exacerbations (non-exacerbators) and (2) those with one or more exacerbations (exacerbators). Receiver operating characteristic curves were used to determine the optimal cut-off value for biomarkers. Generalized linear models evaluated the association between exacerbation and biomarkers. Results: 132 patients were enrolled in the study with 80 non-exacerbators and 52 exacerbators. There was no significant difference in demographic and clinical characteristics between the two groups. Exacerbators had significantly higher eosinophils (EOS) counts (367.8 ± 357.18 vs. 210.05 ± 175.24, p = 0.0043) compared to non-exacerbators. The optimal cut-off values were 292 for EOS counts and 19 for the Fractional exhaled Nitric Oxide (FeNO) measure. Patients with an EOS count ≥ 300 (RR = 1.88; 95% CI, 1.26–2.81; p = 0.002) or FeNO measure ≥ 20 (RR = 2.10; 95% CI, 1.05–4.18; p = 0.0356) had a significantly higher risk of exacerbation. Moreover, patients with both an EOS count ≥ 300 and FeNO measure ≥ 20 had a significantly higher risk of exacerbation than those with lower EOS count or lower FeNO measure (RR = 2.16; 95% CI, 1.47–3.18; p = < 0.0001). Conclusions: Higher EOS counts and FeNO measures were associated with increased risk of exacerbation. These biomarkers may help physicians identify patients at risk of exacerbations and personalize treatment for asthma patients.

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