Publications by authors named "Patrick Botting"

Blood pressure variability (BPV) and heart rate variability (HRV) have been associated with Alzheimer's Disease and Related Dementias (ADRD) in rigorously controlled studies. However, the extent to which BPV and HRV may offer predictive information in real-world, routine clinical care is unclear. In a retrospective cohort study of 48,204 adults (age 54.

View Article and Find Full Text PDF
Article Synopsis
  • Existing preoperative risk assessments are inadequate at predicting postoperative mortality, but deep-learning analysis of ECGs can highlight hidden risk factors.
  • A deep-learning algorithm was developed using ECG data from nearly 46,000 patients to more accurately forecast postoperative mortality, and its performance was compared to the Revised Cardiac Risk Index (RCRI).
  • In testing, the algorithm achieved an AUC of 0.83, significantly outperforming the RCRI score (AUC of 0.67), indicating its effectiveness across multiple health-care systems.
View Article and Find Full Text PDF

Postural orthostatic tachycardia syndrome (POTS) has been previously described after SARS-CoV-2 infection; however, limited data is available on the relation of POTS with COVID-19 vaccination. Here we show in a cohort of 284,592 COVID-19 vaccinated individuals using a sequence-symmetry analysis, that the odds of POTS are higher 90 days after vaccine exposure than 90 days prior to exposure, and that the odds for POTS are higher than referent conventional primary care diagnoses, but lower than the odds of new POTS diagnosis after SARS-CoV-2 infection. Our results identify a possible association between COVID-19 vaccination and incidence of POTS.

View Article and Find Full Text PDF

Background And Objectives: Recognized as a potential risk factor for Alzheimer's disease and related dementias (ADRD), blood pressure variability (BPV) could be leveraged to facilitate identification of at-risk individuals at a population level. Granular BPV data are available during acute care hospitalization periods for potentially high-risk patients, but the incident ADRD risk association with BPV measured in this setting is unknown. Our objective was to evaluate the relation of BPV, measured during acute care hospitalization, and incidence of ADRD.

View Article and Find Full Text PDF
Article Synopsis
  • Individuals with post-acute sequelae of COVID (PASC) show greater immune activation compared to those who have recovered from COVID without lasting effects, particularly in their antibody responses after vaccination.
  • 245 individuals with PASC were compared to 86 recovered individuals, and results indicated higher levels of IgG-S antibodies and ACE2 binding in the PASC group after vaccination.
  • The study highlights a distinct and abnormal immune response in PASC, characterized by prolonged elevations in certain antibodies, suggesting ongoing immune system activity even after recovery from the initial infection.
View Article and Find Full Text PDF

Background: Drug-induced prolongation of the corrected QT interval (QTc) increases the risk for Torsades de Pointes (TdP) and sudden cardiac death. Medication effects on the QTc have been studied in controlled settings but may not be well evaluated in real-world settings where medication effects may be modulated by patient demographics and comorbidities as well as the usage of other concomitant medications.

Objective: We demonstrate a new, high-throughput method leveraging electronic health records (EHRs) and the Surescripts pharmacy database to monitor real-world QTc-prolonging medication and potential interacting effects from demographics and comorbidities.

View Article and Find Full Text PDF
Article Synopsis
  • Coronary artery calcification (CAC) is an important indicator of coronary artery disease, typically measured with CT scans, but alternatives are needed for accessibility and frequency of testing.
  • Researchers developed an AI model that analyzes transthoracic echocardiogram (TTE) videos to estimate CAC scores, successfully validating its predictions against both internal and external data sets.
  • The AI model showed strong accuracy in identifying patients with zero CAC and high CAC, and it was effective in predicting one-year survival rates similar to traditional CT assessments.
View Article and Find Full Text PDF

Background: Hepatic disease is linked to cardiovascular events but the independent association between hepatic and cardiovascular disease remains unclear, given shared risk factors.

Methods: This was a retrospective study of consecutive patients with a clinical cardiac MRI (CMR) and a serological marker of hepatic fibrosis, the FIB-4 score, within one year of clinical imaging. We assessed the relations between FIB-4 scores grouped based on prior literature: low (< 1.

View Article and Find Full Text PDF

Background: Individual-level blood pressure (BP) variability, independent of mean BP levels, has been associated with increased risk for cardiovascular events in cohort studies and clinical trials using standardized BP measurements. The extent to which BP variability relates to cardiovascular risk in the real-world clinical practice setting is unclear. We sought to determine if BP variability in clinical practice is associated with adverse cardiovascular outcomes using clinically generated data from the electronic health record (EHR).

View Article and Find Full Text PDF

Objectives: We sought to understand the demographic and clinical factors associated with variations in longitudinal antibody response following completion of two-dose regiment of BNT162b2 vaccination.

Design: This study is a 10-month longitudinal cohort study of healthcare workers and serially measured anti-spike protein IgG (IgG-S) antibody levels using mixed linear models to examine their associations with participant characteristics.

Setting: A large, multisite academic medical centre in Southern California, USA.

View Article and Find Full Text PDF

Background: Seasonal and regional surges in COVID-19 have imposed substantial strain on healthcare systems. Whereas sharp inclines in hospital volume were accompanied by overt increases in case fatality rates during the very early phases of the pandemic, the relative impact during later phases of the pandemic are less clear. We sought to characterize how the 2020 winter surge in COVID-19 volumes impacted case fatality in an adequately-resourced health system.

View Article and Find Full Text PDF

The heart-liver axis is of growing importance. Previous studies have identified independent association of liver dysfunction and fibrosis with adverse cardiac outcomes, but mechanistic pathways remain uncertain. We sought to understand the relations between the degree of hepatic fibrosis identified by the Fibrosis-4 (Fib-4) risk score and comprehensive cardiac MRI (CMR) measures of subclinical cardiac disease.

View Article and Find Full Text PDF

Despite demonstrated efficacy of vaccines against severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), the causative agent of coronavirus disease-2019 (COVID-19), widespread hesitancy to vaccination persists. Improved knowledge regarding frequency, severity, and duration of vaccine-associated symptoms may help reduce hesitancy. In this prospective observational study, we studied 1032 healthcare workers who received both doses of the Pfizer-BioNTech SARS-CoV-2 mRNA vaccine and completed post-vaccine symptom surveys both after dose 1 and after dose 2.

View Article and Find Full Text PDF
Article Synopsis
  • Researchers developed EchoNet-Labs, a deep learning algorithm that analyzes echocardiogram videos to detect various blood biomarkers, surpassing traditional imaging methods.
  • The study tested this model on over 39,000 patients to predict conditions like anemia and elevated BNP using data from Stanford, achieving impressive accuracy metrics.
  • EchoNet-Labs showed strong results, with AUC values ranging from 0.69 to 0.86 for different biomarkers, indicating its potential to enhance disease understanding and laboratory test evaluations.
View Article and Find Full Text PDF

Background: An unprecedented shift to remote heart failure outpatient care occurred during the coronavirus disease 2019 (COVID-19) pandemic. Given challenges inherent to remote care, we studied whether remote visits (video or telephone) were associated with different patient usage, clinician practice patterns, and outcomes.

Methods: We included all ambulatory cardiology visits for heart failure at a multisite health system from April 1, 2019, to December 31, 2019 (pre-COVID) or April 1, 2020, to December 31, 2020 (COVID era), resulting in 10 591 pre-COVID in-person, 7775 COVID-era in-person, 1009 COVID-era video, and 2322 COVID-era telephone visits.

View Article and Find Full Text PDF

Introduction: Early reports highlighted racial/ethnic disparities in the severity of COVID-19 seen across the USA; the extent to which these disparities have persisted over time remains unclear. Our research objective was to understand temporal trends in racial/ethnic variation in severity of COVID-19 illness presenting over time.

Methods: We conducted a retrospective cohort analysis using longitudinal data from Cedars-Sinai Medical Center, a high-volume health system in Southern California.

View Article and Find Full Text PDF

Importance: The COVID-19 pandemic has led to an unprecedented shift in ambulatory cardiovascular care from in-person to remote visits.

Objective: To understand whether the transition to remote visits is associated with disparities in patient use of care, diagnostic test ordering, and medication prescribing.

Design, Setting, And Participants: This cross-sectional study used electronic health records data for all ambulatory cardiology visits at an urban, multisite health system in Los Angeles County, California, during 2 periods: April 1, 2019, to December 31, 2019 (pre-COVID) and April 1 to December 31, 2020 (COVID-era).

View Article and Find Full Text PDF

Introduction: EDs are often the first line of contact with individuals infected with COVID-19 and play a key role in triage. However, there is currently little specific guidance for deciding when patients with COVID-19 require hospitalisation and when they may be safely observed as an outpatient.

Methods: In this retrospective study, we characterised all patients with COVID-19 discharged home from EDs in our US multisite healthcare system from March 2020 to August 2020, focusing on individuals who returned within 2 weeks and required hospital admission.

View Article and Find Full Text PDF

Objective: We sought to determine the extent of SARS-CoV-2 seroprevalence and the factors associated with seroprevalence across a diverse cohort of healthcare workers.

Design: Observational cohort study of healthcare workers, including SARS-CoV-2 serology testing and participant questionnaires.

Settings: A multisite healthcare delivery system located in Los Angeles County.

View Article and Find Full Text PDF

Background: The incidence of acute cardiac injury in COVID-19 patients is very often subclinical and can be detected by cardiac magnetic resonance imaging. The aim of this study was to assess if subclinical myocardial dysfunction could be identified using left ventricular global longitudinal strain (LV-GLS) in patients hospitalized with COVID-19.

Methods: We performed a search of COVID-19 patients admitted to our institution from January 1st, 2020 to June 8th, 2020, which revealed 589 patients (mean age = 66 ± 18, male = 56%).

View Article and Find Full Text PDF

Background Contrast-associated acute kidney injury (CA-AKI) is associated with substantial morbidity and may be prevented by using less contrast during percutaneous coronary intervention (PCI). However, tools for determining safe contrast volumes are limited. We developed risk models to tailor safe contrast volume limits during PCI.

View Article and Find Full Text PDF