Publications by authors named "Amos Lal"

Background: Corticosteroids improve survival in hospitalized COVID-19 patients needing supplemental oxygen. However, concern exists about increased risk of secondary infections. This study investigated the impact of early corticosteroids use on these infections.

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Purpose: This study evaluated the predictive value of SCAI shock staging for mortality in patients with sepsis and septic shock admitted to the medical ICU.

Materials And Methods: This is a single-center historical cohort study. We analyzed data for adults (≥18-year-old) admitted to the medical ICU at Mayo Clinic St.

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: Ventilator-associated pneumonia (VAP) poses a significant threat to the clinical outcomes and hospital stays of mechanically ventilated patients, particularly those recovering from cardiac arrest. Given the already elevated mortality rates in cardiac arrest cases, the addition of VAP further diminishes the chances of survival. Consequently, a paramount focus on VAP prevention becomes imperative.

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Understanding clinical trajectories of sepsis patients is crucial for prognostication, resource planning, and to inform digital twin models of critical illness. This study aims to identify common clinical trajectories based on dynamic assessment of cardiorespiratory support using a validated electronic health record data that covers retrospective cohort of 19,177 patients with sepsis admitted to ICUs of Mayo Clinic Hospitals over eight-year period. Patient trajectories were modeled from ICU admission up to 14 days using an unsupervised machine learning two-stage clustering method based on cardiorespiratory support in ICU and hospital discharge status.

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Adhering to bundle-based care recommendations within stringent time constraints presents a profound challenge. Elements within these bundles hold varying degrees of significance. We aimed to evaluate the Surviving Sepsis Campaign (SSC) hour-one bundle compliance patterns and their association with patient outcomes.

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Article Synopsis
  • Artificial intelligence (AI) is set to transform healthcare, particularly in critical and acute care medicine, with a focus on digital twin (DT) technology.
  • DTs enhance medical education, research, and support clinical decisions, thanks to improved computational power and validation processes.
  • While DTs offer significant benefits for efficiency in critical care, they also present challenges like data safety, privacy issues, and potential increases in healthcare disparities, making stakeholder investment crucial for successful implementation.
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Background: The Sodium-Glucose Cotransporter 2 inhibitors (SGLT2i) are a class of anti-diabetic medications that confer cardio-renal-metabolic (CRM) benefits. Emerging evidence also suggests that these agents provide better benefits for chronic pulmonary conditions, especially chronic obstructive pulmonary disease (COPD).

Research Question: We aimed to assess the association between SGLT2i use and outcomes in patients with COPD and concomitant Type 2 Diabetes Mellitus (T2DM).

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Background: Coagulopathy and thromboembolic events are associated with poor outcomes in coronavirus disease 2019 (COVID-19) patients. There is conflicting evidence on the effects of chronic anticoagulation on mortality and severity of COVID-19 disease.

Aim: To summarize the body of evidence on the effects of pre-hospital anticoagulation on outcomes in COVID-19 patients.

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Introduction: Digital twins of patients are virtual models that can create a digital patient replica to test clinical interventions without exposing real patients to risk. With the increasing availability of electronic health records and sensor-derived patient data, digital twins offer significant potential for applications in the healthcare sector.

Methods: This article presents a scalable full-stack architecture for a patient simulation application driven by graph-based models.

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Objective: Avacopan, an activated complement factor 5 receptor antagonist, has been approved as adjunct therapy for severe active antineutrophil cytoplasmic antibody-associated vasculitis (AAV). Current evidence supports the management of AAV presenting with diffuse alveolar hemorrhage (DAH) by administering glucocorticoids combined with either rituximab or cyclophosphamide in addition to supportive care. The role of avacopan in patients with DAH as a primary severe disease manifestation of AAV has not been well established.

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Objective: To describe the characteristics of COVID-19 patients with pneumothorax and pneumomediastinum (PTX/PM) and their association with patient outcomes.

Patients And Methods: Adults admitted to five Mayo Clinic hospitals with COVID-19 between 03/2020-01/2022 were evaluated. PTX/PM was defined by imaging.

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Article Synopsis
  • Pneumothorax, a serious condition that can occur as a complication of septic pulmonary embolism (SPE), involves air leaking into the pleural space and can lead to severe respiratory issues.
  • A case study of a 72-year-old man with esophageal carcinoma showed that he developed bilateral pneumothorax due to SPE from bacteremia, leading to continuous air leakage despite chest tube drainage.
  • The patient was treated with intrapleural minocycline pleurodesis to prevent recurrence after the initial drainage, which proved effective as he did not experience pneumothorax again, even though he ultimately succumbed to his cancer one month later.
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Background: There have been conflicting results on the association of asthma with the severity of coronavirus disease 2019 (COVID-19). Poor metabolic health has been previously associated with both severe COVID-19 and inflammation in asthma.

Objectives: To examine the association between asthma and COVID-19 outcomes and whether these associations are modified by metabolic syndrome.

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Article Synopsis
  • Acute Respiratory Distress Syndrome (ARDS) is a serious condition that affects lung function, leading to poor oxygenation; recent guidelines and research have contributed to a decline in its incidence.
  • * This review focuses on complications like pneumothorax (PNX) and pneumomediastinum (PMD) in ARDS patients, examining their causes, risk factors, diagnostic methods, and management strategies.
  • * Despite improvements in care strategies, PNX and PMD remain difficult complications to handle, highlighting the need for further research to better assess risks in ARDS patients.*
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  • The ProtekDuo cannula is a dual-lumen device used primarily to provide mechanical circulatory support (MCS) for patients with right ventricular (RV) failure, typically inserted via the right internal jugular vein with imaging guidance.
  • When connected to pumps like TandemHeart or CentriMag, it can improve blood circulation by bypassing the failing RV, leading to better pulmonary flow and reduced pressures in the heart.
  • The review discusses the growing importance of the ProtekDuo in treating various clinical scenarios, highlighting its advantages such as ease of use, compatibility with different devices, and potential for increased patient mobility.
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  • Digital twins are digital replicas of patients that help test clinical interventions and reduce preventable harm; a new software has been developed to simulate critical illness scenarios based on electronic health records.
  • A study involving 35 first-year internal medicine residents assessed the app's usability through both qualitative and quantitative methods during user testing sessions.
  • Results showed that the digital twin application had good usability and low to moderate workload, with residents eager to use it for ICU rotations and providing feedback on areas for software improvement.
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Objectives: Ongoing controversies persist regarding risk factors associated with the failure of transition from epidural labor analgesia to cesarean section anesthesia, including the duration of labor analgesia, gestational age, and body mass index (BMI). This study aims to provide an updated analysis of the incidence of conversion from epidural analgesia to general anesthesia, while evaluating and analyzing potential risk factors contributing to the failure of this transition to cesarean section anesthesia.

Methods: We conducted an extensive literature search utilizing databases such as PubMed, Embase, Cochrane Library, Web of Science, China National Knowledge Infrastructure (CNKI), WANGFANG, and the Chinese Biomedical Literature Database (CBM) up to September 30, 2022.

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Article Synopsis
  • Pulmonary auscultation is important for detecting lung issues, but its effectiveness can vary based on the person performing it; machine learning (ML) models can automate the classification of lung sounds as a potential solution.
  • This systematic review analyzed 62 studies from 1990 to 2022, examining the accuracy and data sources of existing ML models used for lung sound classification, with results showing varied accuracy rates.
  • Despite the promise of ML in classifying lung sounds using public databases, many studies had a high risk of bias, highlighting the need for standardized methods in data collection and reporting to improve reliability.
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Current prognostic tools for pneumonia predominantly focus on mortality, often neglecting other crucial outcomes such as the need for advanced respiratory support. The objective of this study was to develop and validate a tool that predicts the early risk of non-occurrence of respiratory deterioration or mortality. We conducted a single-center, retrospective cohort study involving hospitalized adult patients with community-acquired pneumonia (CAP) and acute hypoxic respiratory failure from January 2009 to December 2019 (n = 4379).

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Background: pneumonia (PCP) is a growing concern as the immunocompromised population expands. Current laboratory approaches are limited. This systematic review aimed to evaluate metagenomic next-generation sequencing (MNGS) tests' performance in detecting PCP.

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Background: The last decade has witnessed significant advancements in direct oral anticoagulants (DOACs), transforming the landscape of anticoagulation therapy. With the uptrend in DOACs use, critical care physicians are encountering more patients with pre-hospital DOACs prescription. Safety and real world outcomes-related data on DOACs use in critically ill patients are scarce.

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Digital twin technology is a virtual depiction of a physical product and has been utilized in many fields. Digital twin patient model in healthcare is a virtual patient that provides opportunities to test the outcomes of various interventions virtually without subjecting an actual patient to possible harm. This can serve as a decision aid in the complex environment of the intensive care unit (ICU).

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