Disparities in the implantation of secondary prevention implantable cardioverter defibrillator in the United States.

BACKGROUND: The annual incidence of sudden cardiac death is over 300,000 in the United States (US). Historically, inpatient implantation of secondary prevention implantable cardioverter defibrillator (ICD) has been variable and subject to healthcare disparities. OBJECTIVE: To evaluate contemporary practice trends of inpatient secondary prevention ICD implants within the US on the basis of race, sex, and socioeconomic status (SES). METHODS: The study is a retrospective analysis of the National Inpatient Sample from 2016 to 2020 of adult discharges with a primary diagnosis of ventricular tachycardia (VT), ventricular flutter, and fibrillation (VF). Adjusted ICD implantation rates based on race, sex, and SES and associated temporal trends were calculated using multivariate regression. RESULTS: A total of 193,600 primary VT/VF discharges in the NIS were included in the cohort, of which 57,895 (29.9%) had ICD placement. There was a significant racial and ethnic disparity in ICD placement for Black, Hispanic, Asian, and Native American patients as compared to White patients; adjusted odds ratio (aOR): 0.86 [p < .01], 0.90 [p  =  .03], 0.81[p < .01], 0.45 [p < .01], respectively. Female patients were also less likely to receive an ICD compared to male patients (aOR: 0.75, p < .01). Disparities in ICD placement remained stable over the study period (ptrend ≥ .05 in all races, both sexes and income categories). CONCLUSION: Racial, sex, and SES disparities persisted for secondary prevention ICD implants in the US. An investigation into contributing factors and subsequent approaches are needed to address the modifiable causes of disparities in ICD implantation as these trends have not improved compared to historic data.

Association Between Clinical Trial Participation Status and Outcomes With Mitral Transcatheter Edge-to-Edge Repair.

BACKGROUND: Clinical trials have demonstrated the efficacy and safety of mitral transcatheter edge-to-edge repair (M-TEER) for selected patients with severe mitral regurgitation. However, the generalizability of trial results to real-world patients remains uncertain. OBJECTIVES: The authors aimed to compare baseline characteristics and in-hospital outcomes among trial participants with nonparticipants undergoing M-TEER. METHODS: Using the National Inpatient Sample database years 2016-2020, M-TEER admissions were identified and categorized into trial participants vs none. We also identified a cohort of trial noneligible patients based on clinical exclusion criteria from pivotal trials. Multivariate regression analysis was performed to compare in-hospital outcomes. The primary outcome was in-hospital mortality, and secondary outcomes included in-hospital complications, length of stay, and hospitalization cost. RESULTS: Among 38,770 M-TEER admissions from 2016 to 2020, 11,450 (29.5%) were trial participants, 22,975 (59.3%) were eligible nonparticipants, and 2,960 (7.6%) were noneligible. Baseline characteristics and comorbidity profiles were mostly similar between trial participants vs eligible nonparticipants. In-hospital mortality (adjusted OR [aOR]: 0.98; 95% CI: 0.60-1.62), cardiogenic shock (aOR: 1.06; 95% CI: 0.80-1.42), mechanical circulatory support (aOR: 0.91; 95% CI: 0.58-1.41), mechanical ventilation (aOR: 1.03; 95% CI: 0.74-1.42), and conversion to mitral valve surgery (aOR: 1.08; 95% CI: 0.57-2.03) were not different between both groups. Conversely, M-TEER for noneligible patients was associated with higher rates of mortality (aOR: 6.27; 95% CI: 3.75-10.45) and complications. CONCLUSIONS: The majority of real-world M-TEER patients would have been eligible for clinical trial participation and had comparable clinical profiles and in-hospital outcomes to trial participants. However, noneligible patients had worse in-hospital outcomes compared with trial participants.

Impact of COVID-19 infection on baseline autonomic symptoms in patients with preexisting postural tachycardia syndrome and orthostatic intolerance: A retrospective study.

BACKGROUND: Postural orthostatic tachycardia syndrome (POTS) and dysautonomia following a SARS-CoV-2 infection have been recently reported. The underlying mechanism of dysautonomia is not well understood. The impact of this viral illness on the underlying autonomic symptoms has not been studied in patients with a pre-existing POTS diagnosis. Our study aims to report the impact of a COVID-19 infection on patients with preexisting POTS, both during the acute phase of the disease and post-recovery. METHODS: Institutional Review Board (IRB) approval was obtained to access charts of the study subjects. All patients with known POTS disease who acquired COVID-19 infection between April 2020 and May 2021 were included. The end point of the study was worsening POTS related symptoms including orthostatic dizziness, palpitation, fatigue and syncope/ presyncope post COVID-19 infection that required escalation of therapy. Basic demographics, details of POTS diagnosis, medications, Additional information regarding COVID 19 infection, duration of illness, need for hospitalization, worsening of POTS symptoms, need for ED visits, the type of persisting symptoms and vaccination status were obtained from the retrospective chart review. RESULTS: A total of 41 patients were studied. The alpha-variant was the most common causing SARS-CoV-2 infection. 27% (11 patients) of them had tested positive for COVID- 19 infection more than once. About 38 (92.7%) of them reported having worsening of their baseline POTS symptoms during the active infection phase. About 28 patients (68%) experienced worsening of their dysautonomia symptoms for at least 1-6 months post infection. Nearly 30 patients (73.2%) required additional therapy for their symptom control and improvement. CONCLUSIONS: Patients with pre-existing POTS, most experienced a worsening of their baseline autonomic symptoms after suffering the COVID-19 infection which required additional pharmacotherapy for their symptom improvement.

Inpatient outcomes of transcatheter aortic valve replacement based on class of obesity.

Transcatheter aortic valve replacement (TAVR) is a transformative option for severe aortic stenosis, especially in elderly patients. obesity's impact on TAVR outcomes is limited. Using the National Inpatient Sample from 2016 to 2020, We analyzed 217,300 TAVR hospitalizations across BMI groups. No difference in in-hospital mortality was observed, class III obesity experienced longer hospital stays (adjusted ß: 0.43 days, P < 0.05), higher costs (adjusted ß: $3,126, P < 0.05), increased heart failure exacerbation (adjusted odds ratio [aOR]: 2.68, 95% confidence interval [CI]: [1.03-7.01], p < 0.05), vascular access complications (aOR: 1.29, 95% CI: [1.07-1.52], P < 0.05), and post-operative pulmonary complications (Pneumonia (aOR: 1.42, 95% CI: [1.16-1.74], p < 0.05), acute hypoxic respiratory failure (aOR: 1.99, 95% CI: [1.67-2.36], p < 0.05), and non-invasive ventilation (aOR: 1.62, 95% CI: [1.07-2.44], p < 0.05). Complete heart block and permanent pacemaker requirement were higher in both class II and class III ((aOR: 1.30, 95% CI: [1.11-1.51], P < 0.05), (aOR:1.25, 95% CI: [1.06-1.46], P < 0.05) and ((aOR: 1.18, 95% CI: [1.00-1.40], P < 0.05), (aOR:1.22, 95% CI: [1.02-1.45], P < 0.05)) respectively. Understanding these links is crucial for optimizing TAVR care in obesity, ensuring enhanced outcomes, and procedural safety.

Sex differences in myocarditis hospitalizations: Rates, outcomes, and hospital characteristics in the National Readmission Database.

Inflammation of the myocardium, or myocarditis, presents with varied severity, from mild to life-threatening such as cardiogenic shock or ventricular tachycardia storm. Existing data on sex-related differences in its presentation and outcomes are scarce. Using the Nationwide Readmission Database (2016-2019), we identified myocarditis hospitalizations and stratified them according to sex to either males or females. Multivariable regression analyses were used to determine the association between sex and myocarditis outcomes. The primary outcome was in-hospital mortality, and the secondary outcomes included sudden cardiac death (SCD), cardiogenic shock (CS), use of mechanical circulatory support (MCS), and 90-day readmissions. We found a total of 12,997 myocarditis hospitalizations, among which 4,884 (37.6 %) were females. Compared to males, females were older (51 ± 15.6 years vs. 41.9 ± 14.8 in males) and more likely to have connective tissue disease, obesity, and a history of coronary artery disease. No differences were noted between the two groups with regards to in-hospital mortality (adjusted odds ratio [aOR] 1.20; confidence interval [CI] 0.93-1.53; P = 0.16), SCD (aOR:1.18; CI 0.84-1.64; P = 0.34), CS (aOR: 1.01; CI 0.85-1.20;P = 0.87), or use of MCS (aOR: 1.07; CI:0.86-1.34; P = 0.56). In terms of interventional procedures, females had lower rates of coronary angiography (aOR: 0.78; CI 0.70-0.88; P < 0.01), however, similar rates of right heart catheterization (aOR 0.93; CI:0.79-1.09; P = 0.36) and myocardial biopsy (aOR: 1.16; CI:0.83-1.62; P = 0.38) compared to males. Additionally, females had a higher risk of 90-day all-cause readmission (aOR: 1.25; CI: 1.16-1.56; P < 0.01) and myocarditis readmission (aOR:1.58; CI 1.02-2.44; P = 0.04). Specific predictors of readmission included essential hypertension, congestive heart failure, malignancy, and peripheral vascular disease. In conclusion, females admitted with myocarditis tend to have similar in-hospital outcomes with males; however, they are at higher risk of readmission within 90 days from hospitalization. Further studies are needed to identify those at higher risk of readmission.

Mortality post in-patient catheter ablation of atrial fibrillation in rural versus urban areas: Insights from national inpatient sample database.

BACKGROUND: A growing body of evidence is supportive of early atrial fibrillation (AF) ablation to maintain sinus rhythm. Disparities in health care between rural and urban areas in the United States are well known. Catheter ablation (CA) of AF is a complex procedure and its outcomes among rural versus urban areas has not been studied in the past. METHODS: The national inpatient sample database 2016-2020 was queried for all hospitalization with the primary diagnosis of AF who underwent AF catheter ablation at the index hospitalization. Then, hospitalizations were stratified into rural versus urban. The primary outcome was in-hospital mortality. Secondary outcomes were total hospitalization costs and likelihood for longer length of stay. RESULTS: A total of 78,735 patients underwent inpatient CA of AF between January 2016 and December 2020, mean age was 68.5 ± 11 with 44 % being females. 27,180 (35 %) CA were performed in rural areas, while the remaining CA  51,555 (65 %) were done in urban areas. While, there was very low risk of mortality, patients who underwent CA in rural areas had more comorbidities and also was associated with a 79 % increase in post-procedural in-hospital mortality compared with urban areas (aOR 1.79, 0.8 % vs 0.4 %, CI: 1.15-2.78, P < 0.01). CA of AF in rural areas had a longer length of hospital stay (aOR 1.11, 4.21 vs 3.79 days, 95 % CI: 1.02-1.2, P = 0.02), lower overall cost compared with urban areas (49,698 ± 1251 vs. $53,252 ± 1339, P = 0.03). Multivariate regression analysis showed end stage renal disease and congestive heart failure were independent risk factors associated with increase in post CA in-hospital mortality exceeding two-fold. CONCLUSION: Inpatient CA of AF in rural areas was associated with higher in-hospital mortality, longer length of stay and a lower overall cost when compared with urban areas.

Association Between ß-thalassemia and Atrial Fibrillation: Insights from the United States National Inpatient Sample.

Transfusion-dependent ß-thalassemia (thalassemia major and thalassemia intermedia) (BT) requires repeated blood transfusions for survival due to ineffective erythropoiesis. Consequently, iron overload can predispose the patient to atrial fibrillation (AF) despite the improved prognosis achieved with transfusion and chelation therapy. We sought to study the impact of AF on BT patients through a large database analysis. The current study used data from the Agency for Healthcare Research and Quality's Healthcare Cost and Utilization Project National Inpatient Sample collected from 2016-2019. A total of 17,150 admissions were included, of which 2100 (12.2%) admissions had a concomitant diagnosis of AF. Admissions with AF were older (mean age, 72.1 vs. 47.3 years; P < .001) and more likely to have congestive heart failure (CHF), hypertension, valvular heart disease, and renal disease. BT admission was associated with a higher AF prevalence than non-BT admission across all age groups. AF was not associated with an increased risk of in-hospital mortality (adjusted odds ratio [aOR], 1.36; 95% confidence interval [CI], 0.67-2.78; P = .398) or an increased length of stay (LOS) (aOR, 1.00; 95% CI, 0.78-1.29; P = .997) in the general cohort. In a subgroup analysis, AF was associated with increased in-hospital mortality in women (aOR, 2.73; 95% CI, 1.09-6.8; P = .031). Predictors of in-hospital mortality were increasing age, CHF, and liver disease, while predictors of prolonged LOS were diabetes mellitus, CHF, and increasing age. Further studies are warranted to develop strategies to improve the quality of care and outcome in this population.

Disparities in Acute Coronary Syndrome Outcomes in Individuals With Intellectual Disabilities: A Propensity-Matched Analysis of National Inpatient Sample.

BACKGROUND: Individuals with intellectual disabilities (IDs) are at similar risk of acute coronary syndrome (ACS) as compared to general population. However, there is a paucity of real-world data evaluating outcomes of ACS in this population. We sought to study ACS outcomes in individuals with IDs using a large national database. METHODS: Adult admissions with a primary diagnosis of ACS were identified from the national inpatient sample of years 2016-2019. Cohort was stratified according to presence of IDs. A 1 to 1 nearest neighbor propensity score matching using 16 patient variables. Outcomes evaluated were in-hospital mortality, coronary angiography (CA), timing of CA (early [day 0] vs. late [>day0]), and revascularization. RESULTS: A total of 5110 admissions (2555 in each group) were included in our matched cohort. IDs admissions had higher rates of in-hospital mortality (9 % vs. 4 %, aOR: 2.84, 95 % CI [1.66-4.86], P < 0.001), and were less likely to receive CA (52 % vs. 71 %, aOR: 0.44, 95 % CI [0.34-0.58], P < 0.001) and revascularization (33 % vs. 52 %, aOR: 0.45, 95 % CI [0.35-0.58], P < 0.001). In-Hospital mortality was higher in the ID admissions whether invasive coronary treatment (CA or revascularization) was performed (6 % vs. 3 %, aOR: 2.34, 95 % CI [1.09-5.06], P = 0.03) or not (13 % vs. 5 %, aOR: 2.56, 95 % CI [1.14-5.78], P = 0.023). CONCLUSION: Significant disparities exist in ACS outcomes and management in individuals with IDs. More research is needed to understand the reasons for these disparities and develop interventions to improve quality of care in this population.

Outcomes of Ventricular Tachycardia Catheter Ablation in Patients Who Underwent Cardiac Defibrillator Implantation Nationwide Readmission Database Analysis.

The timing of when to perform ventricular tachycardia (VT) ablation while receiving an implantable cardioverter defibrillator (ICD) during the same hospitalization has not been explored. This study aimed to investigate the use and outcomes of VT catheter ablation in patients with sustained VT receiving ICD in the same hospital stay. The Nationwide Readmission Database 2016 to 2019 was queried for all hospitalizations with a primary diagnosis of VT with subsequent ICD during the same admission. Hospitalizations were later stratified according to whether a VT ablation was performed. All catheter ablation of VT were performed before ICD implantation. The outcomes of interest were in-hospital mortality and 90-day readmission. A total of 29,385 VT hospitalizations were included. VT ablation was performed with subsequent ICD placement in 2,255 (7.6%), whereas 27,130 (92.3%) received an ICD only. No differences were found regarding in-hospital mortality (adjusted odds ratio [aOR] 0.83, 95% confidence interval [CI] 0.35 to 1.9, p = 0.67) and all-cause 90-day readmission rate (aOR 1.1, 95% CI 0.95 to 1.3, p = 0.16). An increase in readmission because of recurrent VT was noted in the VT ablation group (aOR 1.53, 8% vs 5% CI 1.2 to 1.9, p <0.01); the VT ablation group encompassed a higher number of patients with heart failure with reduced ejection fraction (p <0.01), cardiogenic shock (p <0.01), and mechanical circulatory support use (p <0.01). In conclusion, the use of VT ablation in patients admitted with sustained VT is low and reserved for higher risk patients with significant co-morbidities. Despite the higher risk profile of VT ablation cohort, no differences were found in the short-term mortality and readmission rate between the groups.

Contemporary Trends, Characteristics, and Outcomes of Transcatheter Aortic Valve Implantation Among Extreme Elderly Patients.

Transcatheter aortic valve implantation (TAVI) has been increasingly performed among extreme elderly patients with symptomatic severe aortic stenosis. We aimed to study the trends, characteristics, and outcomes of TAVI among extreme elderly. The National Readmission Database for the years 2016 to 2019 was queried for extreme elderly who underwent TAVI. Linear regression analysis was used to calculate the temporal trends in outcomes. A total of 23,507 TAVI extreme elderly admissions (50.3% women and 95.9% Medicare insurance) were included. The in-hospital mortality and all-cause 30-day readmissions were 2% and 15% and have been stable over years of analysis (p trend = 0.79 and 0.06, respectively). We evaluated complications, such as permanent pacemaker implantation (12%) and stroke (3.2%). Stroke rates did not decrease (3.4% vs 2.9% in 2016 and 2019 [p trend = 0.24]). The mean length of stay improved from 5.5 days in 2016 to 4.3 days in 2019 (p trend <0.01). The rates of early discharge (day ≤3) has improved from 49% in 2016 to 69% in 2019 (p trend <0.01). In conclusion, this nationwide contemporary observational analysis showed that TAVI was associated with low rates of complications in the extreme elderly.

Nonalcoholic Fatty Liver Disease Predicts Acute Kidney Injury Readmission in Heart Failure Hospitalizations: A Nationwide Analysis.

Nonalcoholic fatty liver disease (NAFLD) has been associated with the progression of chronic kidney disease. However, limited data is available on its impact on acute kidney injury (AKI) in heart failure(HF) patients. All primary adult HF admissions from the national readmission database of 2016-2019 were identified. Admissions from July to December of each year were excluded to allow 6 months of follow-up. Patients were stratified according to the presence of NAFLD. Complex multivariate cox regression was used to adjust for confounders and calculate the adjusted hazard ratio. A total of 420,893 weighted patients admitted with HF were included in our cohort, of whom 780 had a secondary diagnosis of NAFLD. Patients with NAFLD were younger, more likely to be female, and had higher rates of obesity and diabetes mellitus. Both groups had similar rates of chronic kidney disease irrespective of the stage. NAFLD was associated with an increased risk of 6-month readmission with AKI (26.8% vs 16.6%, adjusted hazard ratio:1.44, 95% CI [1.14-1.82], P = 0.003). The mean time to AKI readmission was 150 ± 44 days. NAFLD was associated with a shorter mean time to readmission (145 ± 45 vs 155 ± 42 days, ß =  -10 days, P = 0.044). Our study from a national database suggests that NAFLD is an independent predictor of 6-months readmission with AKI in patients admitted with HF. Further research is warranted to validate these findings.

Trends and Predictors of Poor Outcomes in Patients With Right Heart Failure: Insights From the National Readmission Database.

Right heart failure (RHF) is a complex clinical syndrome that confers high risk of morbidity and mortality. We sought to study RHF using large national database. The study is a retrospective analysis of the National Readmission Database (NRD) of years 2017-2019. Admissions with a primary diagnosis of RHF were included. Study outcomes were temporal trends of RHF diagnosis and predictors of in-hospital mortality and 30-day readmission. Subgroup analysis according to co-presence of reduced or preserved left ventricular ejection fraction (LVEF). Multivariate logistic regression was utilized to detect predictors of poor outcome and difference between subgroups. A total of 127,503 admissions were identified from the database of which 4,717 primary RHF admissions were included in our cohort. There was a trend of increasing RHF diagnosis from 2017 4th Quarter to 2019 4th Quarter. Age, liver disease and reduced LVEF were amongst predictors of in-hospital mortality while iron deficiency anemia and a Charlson Comorbidity Score ≥ 3 were predictors of 30-day readmission. The study of real-world data contributes to a better understanding of RHF outcomes. Further studies are needed to investigate the association between RHF and different types of heart failure and its implications on clinical practice.

Mechanical Thrombectomy for Acute Ischemic Stroke in Metastatic Cancer Patients: A Nationwide Cross-Sectional Analysis.

BACKGROUND AND PURPOSE: Mechanical thrombectomy (MT) is the standard treatment for large vessel occlusion (LVO) acute ischemic stroke. Patients with active malignancy have an increased risk of stroke but were excluded from MT trials. METHODS: We searched the National Readmission Database for LVO patients treated with MT between 2016-2018 and compared the characteristics and outcomes of cancer-free patients to those with metastatic cancer (MC). Primary outcomes were all-cause in-hospital mortality and favorable outcome, defined as a routine discharge to home (regardless of whether home services were provided or not). Multivariate regression was used to adjust for confounders. RESULTS: Of 40,537 LVO patients treated with MT, 933 (2.3%) had MC diagnosis. Compared to cancer-free patients, MC patients were similar in age and stroke severity but had greater overall disease severity. Hospital complications that occurred more frequently in MC included pneumonia, sepsis, acute coronary syndrome, deep vein thrombosis, and pulmonary embolism (P<0.001). Patients with MC had similar rates of intracerebral hemorrhage (20% vs. 21%) but were less likely to receive tissue plasminogen activator (13% vs. 23%, P<0.001). In unadjusted analysis, MC patients as compared to cancer-free patients had a higher in-hospital mortality rate and were less likely to be discharged to home (36% vs. 42%, P=0.014). On multivariate regression adjusting for confounders, mortality was the only outcome that was significantly higher in the MC group than in the cancerfree group (P<0.001). CONCLUSION: LVO patients with MC have higher mortality and more infectious and thrombotic complications than cancer-free patients. MT nonetheless can result in survival with good outcome in slightly over one-third of patients.

Impact of chronic kidney disease on in-hospital mortality and clinical outcomes of catheter ablation of ventricular tachycardia: Insights from the national readmission database.

BACKGROUND: Catheter ablation is an effective treatment for ventricular tachycardia (VT), albeit the decision to undergo this procedure is often influenced by underlying comorbidities. The present study aims at evaluating the effects of chronic kidney disease (CKD) on clinical outcomes of VT ablation. METHODS: We identified 7212 patients who presented between 2016 and 2018 and underwent catheter ablation for VT. Their clinical data were retrospectively accrued from the national readmission database (NRD) using the corresponding diagnosis codes. We compared clinical outcomes between patients with chronic kidney disease (CKD group) and patients without. Odds ratios (OR) for the primary and secondary outcomes were calculated, and multivariable regression analysis was utilized to adjust for confounding variables. RESULTS: Compared with patients without CKD, patients in CKD group were older (mean age 67.9 vs. 60.5 years, P < 0.01), had a longer mean length of stay (8.73 vs. 5.69 days, P < 0.01), and higher in-hospital mortality 113 (6.7%) vs. 119 (2.2%) (OR 2.24, 95% confidence interval (CI) (1.29-3.88), P < 0.01). CKD group patients had increased risk of developing acute kidney injury 726 (43%) vs. 623 (11.3%) (3.69 95% CI (2.87-4.74), P < 0.01). CONCLUSION: In patients with CKD, VT ablation is associated with worse clinical outcomes in-hospital mortality, acute kidney injury, mean length of stay, and total hospital charge. This significantly influences the decision-making prior to performing this procedure.

Sex differences in outcomes of transvenous lead extraction: insights from National Readmission Database.

BACKGROUND: With the growing use of implantable cardiac devices, the need for transvenous lead extraction has increased, which translates to increased procedural volumes. Sex differences in lead extraction outcomes are not well studied. OBJECTIVE: The present study aims at evaluating the impact of sex on outcomes of lead extraction. METHODS: We identified 71,754 patients who presented between 2016 and 2019 and underwent transvenous lead extraction. Their clinical data were retrospectively accrued from the National Readmission Database (NRD) using the corresponding diagnosis codes. We compared clinical outcomes between male and female patients. Odds ratios (ORs) for the primary and secondary outcomes were calculated, and multivariable regression analysis was utilized to adjust for confounding variables. RESULTS: Compared to male patients, female patients had higher in-hospital complications including pneumothorax (OR 1.26, 95% CI (1.07-1.4), P < 0.01), hemopericardium (OR 1.39, 95% CI (1.02-1.88), P = 0.036), injury to superior vena cava and innominate vein requiring repair (OR 1.88, 95% CI (1.14-3.1), P = 0.014; OR 3.4, 95% CI (1.8-6.5), P < 0.01), need for blood transfusion (OR 1.28, 95% CI (1.18-1.38), P < 0.01), and pericardiocentesis (OR 1.6, 95% CI (1.3-2), P < 0.01). Thirty-day readmission was also significantly higher in female patients (OR 1.09, 95% CI (1.02-1.17), P < 0.01). There was no significant difference regarding in-hospital mortality (OR 0.99, 95% CI (0.87-1.14), P = 0.95). CONCLUSION: In female patients, lead extraction is associated with worse clinical outcomes and higher 30-day readmission rate.