Publications by authors named "Edward Chen"

Spatial protein expression technologies can map cellular content and organization by simultaneously quantifying the expression of >40 proteins at subcellular resolution within intact tissue sections and cell lines. However, necessary image segmentation to single cells is challenging and error prone, easily confounding the interpretation of cellular phenotypes and cell clusters. To address these limitations, we present STARLING, a probabilistic machine learning model designed to quantify cell populations from spatial protein expression data while accounting for segmentation errors.

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Article Synopsis
  • The study investigates how well left ventricular strain (LVGLS) detects left ventricular dysfunction in acute respiratory failure (ARF) patients on invasive mechanical ventilation (IMV), compared to the traditional measure, left ventricular ejection fraction (LVEF).
  • Three patient groups were analyzed based on their echocardiography timing related to IMV: during, before, and after IMV, with results showing that LVGLS was significantly higher in patients not on IMV compared to those who were.
  • The findings suggest that LVGLS may be a better indicator of early left ventricular dysfunction in ARF patients requiring IMV, as LVEF did not show significant differences among the groups.
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Background: Valve-sparing root replacement (VSRR) requires a unique skill set. This study aimed to examine the influence of surgeon's procedural volume on outcomes of VSRR.

Methods: This retrospective study included 1697 patients from 2 large, high-volume aortic centers who underwent aortic root replacement (ARR) between 2004 and 2021 and were potentially eligible for VSRR.

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Objective: Reoperation after aortic root replacement (ARR) is associated with increased operative risk and complexity. This study evaluated clinical outcomes and reoperation rates in patients undergoing ARR.

Methods: From 2004 to 2021, 2700 adult patients underwent an ARR in a 2-institution database.

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  • Left ventricular diastolic dysfunction (LVDD) and elevated left ventricular filling pressure (LVFP) may be linked to clinical outcomes in stroke patients, but their specific role in embolic stroke of undetermined source (ESUS) needs further exploration.
  • A study was conducted on adults with acute ischemic stroke to evaluate the relationship between LVDD, elevated LVFP, and stroke types, specifically comparing ESUS and non-cardioembolic stroke (NCE). Patients with cardioembolic strokes were excluded.
  • Findings suggest that while LVDD alone isn't significantly related to ESUS or atrial fibrillation (AF), having LVDD with elevated LVFP shows a borderline association with ESUS and a significant association
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  • Hospital readmissions, particularly for patients with heart failure (HF) and chronic obstructive pulmonary disease (COPD), are a significant issue in healthcare, prompting a systematic review on the effectiveness of telemedicine with telemonitoring in reducing these readmissions.* -
  • A thorough search of electronic databases led to the identification of thirty articles from twenty-nine clinical studies involving over 4,300 patients, revealing varying risks of bias and indicating that while some studies showed a reduction in readmissions, others reported no significant effect.* -
  • The findings suggest that telemedicine approaches might be more beneficial in reducing all-cause readmissions for COPD patients compared to HF patients, emphasizing the need for further investigation into these interventions.*
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Background: The Society of Thoracic Surgeons Adult Cardiac Surgery Database (STS ACSD) was expanded in 2017 to include more granular detail on thoracic aortic surgeries. We describe the first validated risk model in thoracic aortic surgery from the STS ACSD.

Methods: The study population consisted of patients undergoing nonemergent isolated ascending aortic aneurysm repair by open or clamped distal anastomoses, including those requiring aortic root or valve replacement.

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Background: It has long been held that the safe duration of hypothermic circulatory arrest (HCA) is at least 25 to 30 minutes. However, this belief is based primarily on clinical outcomes research and has not been systematically investigated using more sensitive brain imaging and neurocognitive assessments.

Methods: This exploratory substudy of the randomized Cognitive Effects of Body Temperature During Hypothermic Circulatory Arrest (GOT ICE) trial, which compared outcomes for deep vs moderate hypothermia during aortic arch surgery, investigated the frequency of neurocognitive and structural and functional magnetic resonance imaging (MRI) deficits with HCA of short (<20 minutes) duration.

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Background: Sarcoidosis is a granulomatous disease with varying courses of disease progression. Environmental exposures are thought to be contributors to disease onset. Exposure to air pollutants such as fine particulate matter (PM) and nitrogen dioxide (NO) have been identified as contributors to health disparities in lung diseases; little is known about these environmental exposures' associations with disease outcomes in sarcoidosis.

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Background: Valve preservation in acute type A aortic dissection (ATAAD) can be accomplished with root repair or replacement. Long-term valve durability with root repair has been established, but limited data exist regarding long-term durability of valve-sparing root replacement (VSRR). In this study, long-term results of VSRR were compared with root repair in ATAAD.

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Clinical cases referring to the EACTS/STS Guidelines for diagnosing and treating acute and chronic syndromes of the aortic organ aim to assist physicians in selecting the best management strategies for individual patients with a given condition. These expert opinions consider the impact on patient outcomes as well as the risk-benefit ratio of different diagnostic or therapeutic methods. These cases serve as a vital tool to aid physicians in making decisions in their daily practice.

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Right ventricular (RV) dysfunction is associated with poor prognosis in acute respiratory failure (ARF). Our study evaluates the efficacy of RV strain in detecting RV dysfunction in ARF patients requiring invasive mechanical ventilation (IMV) compared to tricuspid annular plane systolic excursion (TAPSE). In this retrospective study involving 376 patients diagnosed with ARF and requiring IMV, we extracted clinical and outcome data from patient records.

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A novel manufacturing technique has been developed to enhance the compliance of expanded polytetrafluoroethylene (ePTFE) for vascular graft applications. This new method involves modifying the existing processing procedures by introducing an additional expansion step while using a lower temperature during the first expansion stage. The new process results in the production of highly compliant ePTFE grafts without the need for supplementary additives or inherent material alterations.

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Article Synopsis
  • - The study examines the occurrence and long-term effects of permanent pacemaker implantation (PPI) after aortic root replacement (ARR), finding an incidence of 3.8% among 2240 patients.
  • - Significant risk factors for requiring PPI include having a bicuspid aortic valve, being female, having preoperative heart block, and a history of prior aortic valve replacement.
  • - While patients needing PPI stayed in the hospital longer (averaging 13 days vs. 7 days), there was no increased risk of early or late mortality compared to those who didn't require PPI.
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Acute severe asthma, formerly named status asthmaticus, is defined as a life-threatening asthma exacerbation that is refractory to the current standards of treatment such as the use of beta-agonists and epinephrine. This complication of asthma affects up to 15% of individuals with asthma and despite critical care treatment and hospitalization, there remains a staggeringly high 10-18% mortality rate in an intensive care unit setting. The addition of ketamine to the arsenal of acute severe asthma treatment due to its rapid onset, variable routes of administration, and overall improved clinical efficacy in treatment-refractory cases has been well investigated and documented.

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A broad range of brain pathologies critically relies on the vasculature, and cerebrovascular disease is a leading cause of death worldwide. However, the cellular and molecular architecture of the human brain vasculature remains incompletely understood. Here we performed single-cell RNA sequencing analysis of 606,380 freshly isolated endothelial cells, perivascular cells and other tissue-derived cells from 117 samples, from 68 human fetuses and adult patients to construct a molecular atlas of the developing fetal, adult control and diseased human brain vasculature.

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Prior studies have examined rural-urban disparities in access to cardiac rehabilitation (CR). However, few have examined the relationship between disparate access to CR and cardiovascular disease outcomes in rural areas. In this analysis of 1975 nonmetro United States counties, we investigated the relationship between number of hospitals with CR and Medicare-population hospitalization rates (per 1000 adults ≥65 years) and county-population mortality rates (per 100,000 adults ≥18 years) due to coronary heart disease (CHD), heart failure (HF), or stroke, using multivariable linear-regression-modeling adjusting for socio-demographic and comorbid conditions.

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Article Synopsis
  • The study aimed to determine if the 3-year changes in pulmonary function in sarcoidosis patients varied by pulmonary function type, race, and sex.
  • Out of 291 patients, those with restrictive pulmonary function experienced a more significant decline in lung capacity compared to patients with a normal phenotype, with black individuals showing worse pulmonary function at the start and a stable or declining trajectory over time.
  • The findings indicated notable disparities in pulmonary function changes based on race, but no differences were observed between male and female patients.
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Background: Sarcoidosis staging primarily has relied on the Scadding chest radiographic system, although chest CT imaging is finding increased clinical use.

Research Question: Whether standardized chest CT scan assessment provides additional understanding of lung function beyond Scadding stage and demographics is unknown and the focus of this study.

Study Design And Methods: We used National Heart, Lung, and Blood Institute study Genomics Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) cases of sarcoidosis (n = 351) with Scadding stage and chest CT scans obtained in a standardized manner.

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Cardiovascular diseases (CVDs) are the number one cause of mortality among non-communicable diseases worldwide. Expanded polytetrafluoroethylene (ePTFE) is a widely used material for making artificial vascular grafts to treat CVDs; however, its application in small-diameter vascular grafts is limited by the issues of thrombosis formation and intimal hyperplasia. This paper presents a novel approach that integrates a hydrogel layer on the lumen of ePTFE vascular grafts through mechanical interlocking to efficiently facilitate endothelialization and alleviate thrombosis and restenosis problems.

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Objectives: The management of aortic arch disease is complex. Open surgical management continues to evolve, and the introduction of endovascular repair is revolutionizing aortic arch surgery. Although these innovative techniques have generated the opportunity for better outcomes in select patients, they have also introduced confusion and uncertainty regarding best practices.

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Heart failure (HF) poses a significant healthcare burden, with distinct subtypes based on ventricular function. HF with preserved ejection fraction (HFpEF) presents unique epidemiological and mechanistic features compared to HF with reduced ejection fraction (HFrEF). The pathophysiology of HFpEF is complex and involves multiple factors.

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Objective: Patients with congenital bicuspid aortic valve often require root replacement. This study aims to describe their long-term rates of mortality and reoperation.

Methods: This is a multicenter retrospective study of 747 patients with bicuspid aortic valve who underwent aortic root replacement for aortic aneurysm between 2004 and 2020.

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