Eun Seo Kwak

Dr. Eun Seo Kwak

orcid

Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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20 March 2025 in Biomedicines
Verified
Journal Article
Open access
PDF file
NBNahush Bansal
Nahush Bansal
EKEun Seo Kwak
Eun Seo Kwak
AMAbdel-Rhman Mohamed
Abdel-Rhman Mohamed
VAVaishnavi Aradhyula
Vaishnavi Aradhyula
MQMohanad Qwaider
Mohanad Qwaider
EEEhab A. Eltahawy
Ehab A. Eltahawy
Background: Frailty, with a high prevalence of 40–80% in heart failure, may have a significant bearing on outcomes in patients. This study utilizes the Hospital Frailty Risk Score (HFRS), a validated tool derived from the administrative International Classification of Diseases, 10th Revision, Clinical Modifications (ICD-10-CM) codes, in investigating the mortality, morbidity, and healthcare resource utilization among heart failure hospitalizations using the Nationwide Inpatient Sample (NIS). Methods: A retrospective analysis of the 2021 NIS database was assessed to identify adult patients hospitalized with heart failure. These patients were stratified by the HFRS into three groups: low frailty (LF: 15). The outcomes analyzed included inpatient mortality, length of stay (LOS), hospitalization charges, and complications including cardiogenic shock, cardiac arrest, acute kidney injury, and acute respiratory failure. These outcomes were adjusted for age, race, gender, the Charlson comorbidity score, hospital location, region, and teaching status. Multivariate logistic and linear regression analyses were used to assess the association between frailty and clinical outcomes. STATA/MP 18.0 was used for statistical analysis. Results: Among 1,198,988 heart failure admissions, 47.5% patients were in the LF group, whereas the IF and HF groups had 51.1% and 1.4% patients, respectively. Compared to the LF group, the IF group showed a 4-fold higher (adjusted OR = 4.60, p < 0.01), and the HF group had an 11-fold higher (adjusted OR 10.90, p < 0.01) mortality. Frail patients were more likely to have a longer length of stay (4.24 days, 7.18 days, and 12.1 days in the LF, IF, and HF groups) and higher hospitalization charges (USD 49,081, USD 84,472, and USD 129,516 in the LF, IF, and HF groups). Complications were also noticed to be significantly (p < 0.01) higher with increasing frailty from the LF to HF groups. These included cardiogenic shock (1.65% vs. 4.78% vs. 6.82%), cardiac arrest (0.37% vs. 1.61% vs. 3.16%), acute kidney injury (19.2% vs. 54.9% vs. 74.6%), and acute respiratory failure (29.6% vs. 51.2% vs. 60.3%). Conclusions: This study demonstrates the application of HFRS in a national dataset as a predictor of outcome and resource utilization measures in heart failure admissions. Stratifying patients based on HFRS can help in holistic assessment, aid prognostication, and guide targeted interventions in heart failure.

1 November 2024 in Hearts
Verified
Journal Article
Open access
PDF file
AAAbdulmajeed Alharbi
Abdulmajeed Alharbi
NBNahush Bansal
Nahush Bansal
AAAnas Alsughayer
Anas Alsughayer
MSMomin Shah
Momin Shah
WAWaleed Alruwaili
Waleed Alruwaili
RARagheb Assaly
Ragheb Assaly
Background/Objectives: Heart failure presents a significant public health challenge, affecting millions in the US, with projections of increasing prevalence and economic burdens. Obstructive sleep apnea (OSA) is highly prevalent among HF patients. This study analyzes the impact of OSA on the outcomes in patients admitted with acute decompensated heart failure. Methods: We conducted a retrospective cohort study using the National Inpatient Sample database (NIS) 2020, focusing on patients admitted with acute heart failure. Patient outcomes were compared between those with and without a secondary diagnosis of OSA, identified via validated ICD-10 codes. Subgroup analysis was conducted between heart failure patients with reduced ejection fraction (HFrEF) and preserved ejection fraction (HFpEF). Results: Among 65,649 patients with acute heart failure, 4595 (7%) patients were found to have OSA. The patients with OSA were more likely to be male, older in age and had a higher burden of comorbidities. No significant differences were observed in mortality between heart failure patients with and without OSA. In HFrEF patients, OSA was associated with longer hospital stays (6.45 days vs. 5.79 days, p < 0.001), higher rates of acute kidney injury (AKI) (adjusted odds ratio 1.28, 95% CI: 1.07–1.54, p = 0.007), and atrial fibrillation (adjusted odds ratio 1.35, 95% CI: 1.13–1.61, p = 0.001). In HFpEF patients, an association between OSA and AF was observed (adjusted odds ratio 1.20, 95% CI: 1.01–1.42, p = 0.03). Conclusions: OSA is associated with poor in-hospital outcomes in patients admitted with acute heart failure. HFrEF subgroup is especially vulnerable, with OSA leading to a significant increase in healthcare utilization and complication rates in these patients. This nationwide study underscores the importance of timely identification and treatment of OSA in heart failure to alleviate healthcare burdens and improve patient outcomes.

27 May 2024 in Hearts
Verified
Journal Article
Open access
PDF file
AAAbdulmajeed Alharbi
Abdulmajeed Alharbi
CPClarissa Pena
Clarissa Pena
MMMohammed Mhanna
Mohammed Mhanna
CSCaleb T Spencer
Caleb T Spencer
MBMasharib Bashar
Masharib Bashar
RARagheb Assaly
Ragheb Assaly
Introduction: Sickle cell disease (SCD) is a genetic disorder that is widely observed on a global scale and known for its substantial negative impact on health and mortality. The purpose of this research was to explore how SCD influences the outcomes of acute coronary syndrome (ACS) and Percutaneous Coronary Intervention (PCI). Methods: A retrospective observational analysis was conducted using the National Inpatient Sample (NIS) data for the year 2020. Adult patients with concurrent ACS and SCD diagnoses were included in the study. Demographic information, clinical characteristics, in-hospital outcomes, and PCI complications were examined and compared between ACS patients with and without SCD. Results: Among a total of 779,895 ACS patients, 1495 had coexisting SCD. SCD patiets exhibited distinct demographic features, such as younger age (mean age: 59 vs. 66 years), predominantly female (53% vs. 35%), and primarily African American (91% vs. 11%). Comorbid conditions such as hypertension and chronic lung disease were more prevalent in SCD patients. While inpatient mortality odds did not significantly differ, SCD patients demonstrated slightly shorter lengths of stay in cases of STEMI and NSTEMI/UA. Notably, SCD patients faced a statistically significant increased risk of coronary dissection, highlighting a unique complication in this population. Although an increased incidence of atrial fibrillation and acute heart failure was observed in SCD patients, statistical significance was not achieved. Conclusions: This study provides valuable insight into the intricate interplay between SCD and ACS outcomes. SCD patients presented with distinctive demographic and clinical profiles that influenced their experience with ACS. The elevated risk of coronary dissection emphasizes the necessity for tailored interventions and careful management in SCD patients. These findings underscore the need for further research to elucidate underlying mechanisms and optimize treatment strategies for individuals with both SCD and ACS.

21 February 2025 in Hearts
Verified
Journal Article
Open access
PDF file
EKEun Seo Kwak
Eun Seo Kwak
MSMomin Shah
Momin Shah
AAAbdulmajeed Alharbi
Abdulmajeed Alharbi
NBNahush Bansal
Nahush Bansal
QQQutaiba Qafisheh
Qutaiba Qafisheh
EEEhab Eltahawy
Ehab Eltahawy
Background: Obesity presents a significant global health impact and is linked to cardiovascular diseases. While obesity often exacerbates the severity of cardiovascular conditions, an “obesity paradox” has previously been observed, where patients with higher body mass index (BMI) exhibit improved in-hospital and long-term outcomes in certain contexts. As minimally invasive procedures such as percutaneous coronary intervention (PCI) continue to become more relevant, understanding the impact of different patient characteristics on clinical outcomes becomes increasingly important. Methods: A comprehensive analysis was conducted using a large cohort of patients who underwent PCI. In this study, we identified patients who underwent PCI in the year 2020 using the International Classification of Disease (ICD) codes. Patients were categorized into five groups based on their Body Mass Index (BMI). This study aimed to examine the impact of BMI on inpatient outcomes among patients undergoing PCI, focusing on mortality, length of stay, and hospitalization costs across different BMI categories. Results: Our analysis revealed a U-shaped relationship between BMI and inpatient outcomes. Patients with a BMI ≥ 25 demonstrated significantly reduced inpatient mortality (adjusted odds ratio 0.31, 95% CI: 0.18 to 0.54 for BMI 25–29.9 group and adjusted odds ratio 0.32, 95% CI: 0.20 to 0.51 for the BMI 30–39.9 group, with p ≤ 0.001); shorter hospital stays (BMI of 25 or higher with mean reduction of −2.40 to −3.66 days, with p ≤ 0.001); and lower hospitalization costs with a cost reduction of −$40,881 (95% CI: −$64,540 to −$17,223) for the BMI 25–29.9 group, −$57,900 (95% CI: −$80,308 to −$35,492) for the BMI 30–39.9 group, and −$41,463 (95% CI: −$65,151 to −$17,775) for the BMI ≥40 group compared to those with normal BMI (20–24.9). However, these benefits diminished for patients with a BMI ≥ 40, where no significant differences in mortality or cost reductions were observed. Conclusions: These findings underscore the complexity of the obesity paradox and its limitations in extreme obesity. This study highlights the need for tailored management strategies in PCI patients with varying BMI profiles.

25 November 2024 in Journal of Personalized Medicine
Verified
Journal Article
Open access
PDF file
NBNahush Bansal
Nahush Bansal
EKEun Seo Kwak
Eun Seo Kwak
MAMohammad Alqadi
Mohammad Alqadi
SQShuhao Qiu
Shuhao Qiu
RARagheb Assaly
Ragheb Assaly
Background/Objectives: Aortic stenosis (AS) is a critical valvular heart disease associated with significant morbidity and mortality if not managed promptly. Previous studies have highlighted the “weekend effect”, where the day of admission impacts outcomes in various cardiac conditions. This study evaluates the impact of weekend versus weekday admissions on outcomes in patients admitted with acutely decompensated aortic stenosis. Methods: We conducted a retrospective cohort study using the National Inpatient Sample database, focusing on patients emergently admitted with decompensated aortic stenosis. Patient outcomes were compared between those admitted on weekends (midnight Friday to midnight Sunday) and weekdays. Results: Among 94,320 patients included, 4537 (4.81%) were admitted on weekends. Weekend admissions were associated with significantly higher mortality (aOR 1.86; 95% CI 1.27–2.74) and longer hospital stays (mean increase 3.18 days; p < 0.001) compared to weekday admissions. Complication rates were also higher on weekends, including cardiogenic shock (aOR 2.1; 95% CI 1.54–2.87; p < 0.001), acute kidney injury (aOR 2.48; 95% CI 2.09–2.94; p < 0.001), and acute respiratory failure (aOR 2.88; 95% CI 2.38–3.49; p < 0.001). Additionally, weekend admissions had lower rates of transcatheter aortic valve replacement (TAVR) (aOR 0.49; 95% CI 0.40–0.62; p < 0.01) than weekday admissions. Conclusions: Patients with aortic stenosis admitted on weekends face significantly higher mortality, extended hospital stays, and increased complication rates compared to weekday admissions. Transcatheter aortic valve replacement (TAVR) rates were also lower for patients admitted on weekends. The “weekend effect” markedly influences outcomes, underscoring the need for hospital and administrative strategies to mitigate these adverse effects. Implementing standardized protocols and optimizing resource allocation during weekends could potentially reduce mortality and improve patient outcomes, offering a path to more equitable healthcare delivery.

30 June 2025 in Translation: The University of Toledo Journal of Medical Sciences
Verified
Journal Article
Open access
PDF file
EKEun Seo Kwak
Eun Seo Kwak
NBNahush Bansal
Nahush Bansal
KBKeith Burns
Keith Burns
NMNooraldin Merza
Nooraldin Merza
SCSahithi Chinnam
Sahithi Chinnam
YAYaseen Alastal
Yaseen Alastal
Translation: The University of Toledo Journal of Medical Sciences is the online journal launched by the University of Toledo. Manuscripts will be considered on the understanding that they report original work and are not under consideration for publication by any other journal. The journal publishes original articles reporting experimental results of basic or clinical research, case reports, and reviews. The journal uses a single blind peer review system and each manuscript, based on the results presented in its original submission, will be evaluated by two student reviewers and one faculty reviewer. This process will provide an opportunity for medical students, graduate students, residents, fellows and faculty to publish research observation in a timely manner.