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1.
Mayo Clin Proc Innov Qual Outcomes ; 5(3): 590-595, 2021 Jun.
Article in English | MEDLINE | ID: mdl-34195551

ABSTRACT

OBJECTIVE: To investigate the relationship between α1-antitrypsin deficiency (AATD), a disorder resulting in protease activity imbalances, and the risk of ascending aortic aneurysm. METHODS: In this single-center study, from August 1, 2018, to February 25, 2019, demographic data were retrospectively collated for patients with AATD-associated emphysema (AATD group) or non-AATD-associated emphysema (control group) with available high-resolution computed tomography scans. Mean ascending aortic diameter was compared between the groups, and the correlation of diameter with age was analyzed. RESULTS: Patients with AATD (n=51; mean AAT level, 20.3 mg/dL [to convert to µmol/L, multiply by 0.184]) were approximately 10 years younger than those in the control group (n=93; mean AAT level, 172.0 mg/dL), with a mean age of 55 vs 65 years. Overall and grouped by sex, the mean ascending aortic diameter in patients with AATD was not different from that in the control group (overall, 3.34 vs 3.37 cm; P=.68); however, ascending aortic diameter was significantly associated with age for patients in the AATD group (r=0.43; P=.0016), whereas no correlation was observed between age and aortic diameter in the control group (r=0.16; P=.11). CONCLUSION: Results of this study suggest that there is a pathologic association between AATD and aortic distention and that AATD may increase the risk of ascending aortic aneurysm. These data provide a basis for the regular assessment of aortic diameter in patients with AATD as well as for the testing of patients with aortic distention or aneurysm for AATD.

2.
Radiol Artif Intell ; 3(2): e200098, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33928257

ABSTRACT

PURPOSE: To train a deep learning classification algorithm to predict chest radiograph severity scores and clinical outcomes in patients with coronavirus disease 2019 (COVID-19). MATERIALS AND METHODS: In this retrospective cohort study, patients aged 21-50 years who presented to the emergency department (ED) of a multicenter urban health system from March 10 to 26, 2020, with COVID-19 confirmation at real-time reverse-transcription polymerase chain reaction screening were identified. The initial chest radiographs, clinical variables, and outcomes, including admission, intubation, and survival, were collected within 30 days (n = 338; median age, 39 years; 210 men). Two fellowship-trained cardiothoracic radiologists examined chest radiographs for opacities and assigned a clinically validated severity score. A deep learning algorithm was trained to predict outcomes on a holdout test set composed of patients with confirmed COVID-19 who presented between March 27 and 29, 2020 (n = 161; median age, 60 years; 98 men) for both younger (age range, 21-50 years; n = 51) and older (age >50 years, n = 110) populations. Bootstrapping was used to compute CIs. RESULTS: The model trained on the chest radiograph severity score produced the following areas under the receiver operating characteristic curves (AUCs): 0.80 (95% CI: 0.73, 0.88) for the chest radiograph severity score, 0.76 (95% CI: 0.68, 0.84) for admission, 0.66 (95% CI: 0.56, 0.75) for intubation, and 0.59 (95% CI: 0.49, 0.69) for death. The model trained on clinical variables produced an AUC of 0.64 (95% CI: 0.55, 0.73) for intubation and an AUC of 0.59 (95% CI: 0.50, 0.68) for death. Combining chest radiography and clinical variables increased the AUC of intubation and death to 0.88 (95% CI: 0.79, 0.96) and 0.82 (95% CI: 0.72, 0.91), respectively. CONCLUSION: The combination of imaging and clinical information improves outcome predictions.Supplemental material is available for this article.© RSNA, 2020.

3.
Clin Imaging ; 77: 1-8, 2021 Sep.
Article in English | MEDLINE | ID: mdl-33601125

ABSTRACT

BACKGROUND: Recent studies have demonstrated a complex interplay between comorbid cardiovascular disease, COVID-19 pathophysiology, and poor clinical outcomes. Coronary artery calcification (CAC) may therefore aid in risk stratification of COVID-19 patients. METHODS: Non-contrast chest CT studies on 180 COVID-19 patients ≥ age 21 admitted from March 1, 2020 to April 27, 2020 were retrospectively reviewed by two radiologists to determine CAC scores. Following feature selection, multivariable logistic regression was utilized to evaluate the relationship between CAC scores and patient outcomes. RESULTS: The presence of any identified CAC was associated with intubation (AOR: 3.6, CI: 1.4-9.6) and mortality (AOR: 3.2, CI: 1.4-7.9). Severe CAC was independently associated with intubation (AOR: 4.0, CI: 1.3-13) and mortality (AOR: 5.1, CI: 1.9-15). A greater CAC score (UOR: 1.2, CI: 1.02-1.3) and number of vessels with calcium (UOR: 1.3, CI: 1.02-1.6) was associated with mortality. Visualized coronary stent or coronary artery bypass graft surgery (CABG) had no statistically significant association with intubation (AOR: 1.9, CI: 0.4-7.7) or death (AOR: 3.4, CI: 1.0-12). CONCLUSION: COVID-19 patients with any CAC were more likely to require intubation and die than those without CAC. Increasing CAC and number of affected arteries was associated with mortality. Severe CAC was associated with higher intubation risk. Prior CABG or stenting had no association with elevated intubation or death.


Subject(s)
COVID-19 , Coronary Artery Disease , Vascular Calcification , Adult , Biomarkers , Coronary Angiography , Coronary Artery Disease/diagnostic imaging , Coronary Vessels/diagnostic imaging , Humans , Predictive Value of Tests , Retrospective Studies , Risk Factors , SARS-CoV-2 , Vascular Calcification/diagnostic imaging , Vascular Calcification/epidemiology , Young Adult
4.
Clin Imaging ; 67: 207-213, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32871424

ABSTRACT

PURPOSE: We describe the presenting characteristics and hospital course of 11 novel coronavirus (COVID-19) patients who developed spontaneous subcutaneous emphysema (SE) with or without pneumomediastinum (SPM) in the absence of prior mechanical ventilation. MATERIALS AND METHODS: A total of 11 non-intubated COVID-19 patients (8 male and 3 female, median age 61 years) developed SE and SPM between March 15 and April 30, 2020 at a multi-center urban health system in New York City. Demographics (age, gender, smoking status, comorbid conditions, and body-mass index), clinical variables (temperature, oxygen saturation, and symptoms), and laboratory values (white blood cell count, C-reactive protein, D-dimer, and peak interleukin-6) were collected. Chest radiography (CXR) and computed tomography (CT) were analyzed for SE, SPM, and pneumothorax by a board-certified cardiothoracic-fellowship trained radiologist. RESULTS: Eleven non-intubated patients developed SE, 36% (4/11) of whom had SE on their initial CXR. Concomitant SPM was apparent in 91% (10/11) of patients, and 45% (5/11) also developed pneumothorax. Patients developed SE on average 13.3 days (SD: 6.3) following symptom onset. No patients reported a history of smoking. The most common comorbidities included hypertension (6/11), diabetes mellitus (5/11), asthma (3/11), dyslipidemia (3/11), and renal disease (2/11). Four (36%) patients expired during hospitalization. CONCLUSION: SE and SPM were observed in a cohort of 11 non-intubated COVID-19 patients without any known cause or history of invasive ventilation. Further investigation is required to elucidate the underlying mechanism in this patient population.


Subject(s)
Coronavirus Infections/complications , Mediastinal Emphysema/etiology , Pneumonia, Viral/complications , Subcutaneous Emphysema/etiology , Adult , Aged , Aged, 80 and over , Betacoronavirus , COVID-19 , Comorbidity , Coronavirus Infections/virology , Female , Fibrin Fibrinogen Degradation Products/metabolism , Hospitalization , Humans , Male , Mediastinal Emphysema/epidemiology , Middle Aged , Pandemics , Pneumonia, Viral/virology , Pneumothorax/epidemiology , Pneumothorax/etiology , Respiration, Artificial/adverse effects , SARS-CoV-2 , Subcutaneous Emphysema/epidemiology , Tomography, X-Ray Computed/methods
5.
Radiology ; 297(1): E197-E206, 2020 10.
Article in English | MEDLINE | ID: mdl-32407255

ABSTRACT

Background Chest radiography has not been validated for its prognostic utility in evaluating patients with coronavirus disease 2019 (COVID-19). Purpose To analyze the prognostic value of a chest radiograph severity scoring system for younger (nonelderly) patients with COVID-19 at initial presentation to the emergency department (ED); outcomes of interest included hospitalization, intubation, prolonged stay, sepsis, and death. Materials and Methods In this retrospective study, patients between the ages of 21 and 50 years who presented to the ED of an urban multicenter health system from March 10 to March 26, 2020, with COVID-19 confirmation on real-time reverse transcriptase polymerase chain reaction were identified. Each patient's ED chest radiograph was divided into six zones and examined for opacities by two cardiothoracic radiologists, and scores were collated into a total concordant lung zone severity score. Clinical and laboratory variables were collected. Multivariable logistic regression was used to evaluate the relationship between clinical parameters, chest radiograph scores, and patient outcomes. Results The study included 338 patients: 210 men (62%), with median age of 39 years (interquartile range, 31-45 years). After adjustment for demographics and comorbidities, independent predictors of hospital admission (n = 145, 43%) were chest radiograph severity score of 2 or more (odds ratio, 6.2; 95% confidence interval [CI]: 3.5, 11; P < .001) and obesity (odds ratio, 2.4 [95% CI: 1.1, 5.4] or morbid obesity). Among patients who were admitted, a chest radiograph score of 3 or more was an independent predictor of intubation (n = 28) (odds ratio, 4.7; 95% CI: 1.8, 13; P = .002) as was hospital site. No significant difference was found in primary outcomes across race and ethnicity or those with a history of tobacco use, asthma, or diabetes mellitus type II. Conclusion For patients aged 21-50 years with coronavirus disease 2019 presenting to the emergency department, a chest radiograph severity score was predictive of risk for hospital admission and intubation. © RSNA, 2020 Online supplemental material is available for this article.


Subject(s)
Coronavirus Infections , Lung/diagnostic imaging , Pandemics , Pneumonia, Viral , Adult , Betacoronavirus , COVID-19 , Coronavirus Infections/diagnostic imaging , Coronavirus Infections/epidemiology , Coronavirus Infections/pathology , Female , Hospitalization/statistics & numerical data , Humans , Intubation, Intratracheal/statistics & numerical data , Lung/pathology , Male , Middle Aged , Pneumonia, Viral/diagnostic imaging , Pneumonia, Viral/epidemiology , Pneumonia, Viral/pathology , Predictive Value of Tests , Prognosis , Radiography, Thoracic , Retrospective Studies , SARS-CoV-2 , Severity of Illness Index , Tomography, X-Ray Computed , Treatment Outcome , Young Adult
6.
Emerg Radiol ; 26(3): 257-262, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30613930

ABSTRACT

PURPOSE: The main purpose of the study is to determine if the presence of a particular computed tomography (CT) imaging finding, a bursal lipohematoma, portends the presence of a concomitant rotator cuff tear (RCT) in patients with proximal humerus fractures by reviewing previous CTs. METHODS: Three hundred eighty-six CT scans were retrospectively reviewed by two board-certified radiologists to determine the presence of a proximal humerus fracture and to assess for the presence of a subacromial/subdeltoid or subcoracoid bursal hematoma. The medical record including operative documentation was then examined in the patients with proximal humerus fractures, with or without a concomitant bursal lipohematoma. RESULTS: Of the surgically managed patients, four had an intraoperative diagnosis of RCT. The preoperative CT scans of all of these patients demonstrated a bursal lipohematoma. Additionally, a non-surgically managed patient with a subacromial/subdeltoid bursal lipohematoma on CT scan was found to have a RCT on subsequent MRI. Of note, a rotator cuff tear was not documented in operative reports of patients with CT scans that were not found to contain a bursal lipohematoma. CONCLUSIONS: Bursal lipohematoma is a potentially useful preoperative CT sign of full thickness rotator cuff tear in patients with proximal humerus fractures, providing the clinician with more information in the optimization of the management approach.


Subject(s)
Bursa, Synovial/diagnostic imaging , Bursa, Synovial/injuries , Hematoma/diagnostic imaging , Rotator Cuff Injuries/diagnostic imaging , Shoulder Fractures/diagnostic imaging , Tomography, X-Ray Computed/methods , Adult , Bursa, Synovial/surgery , Diagnosis, Differential , Female , Hematoma/surgery , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Retrospective Studies , Rotator Cuff Injuries/surgery , Shoulder Fractures/surgery
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