Role of echocardiography in acute pulmonary embolism

Predicting Short-Term Mortality in Patients With Acute Pulmonary Embolism With Deep Learning

BACKGROUND

Accurate prediction of short-term mortality in patients with acute pulmonary embolism (PE) is critical for optimizing treatment strategies and improving patient outcomes. The Pulmonary Embolism Severity Index (PESI) is the current reference score used for this purpose, but it has limitations regarding predictive accuracy. Our aim was to develop a new short-term mortality prediction model for PE patients based on deep learning (DL) with multimodal data, including imaging and clinical/demographic data.

METHODS AND RESULTS

We developed a novel multimodal deep learning (mmDL) model using contrast-enhanced multidetector computed tomography scans combined with clinical and demographic data to predict short-term mortality in patients with acute PE. We benchmarked various machine learning architectures, including XGBoost, convolutional neural networks (CNNs), and Transformers. Our cohort included 207 acute PE patients, of whom 53 died during their hospital stay. The mmDL model achieved an area under the receiver operating characteristic curve (AUC) of 0.98 (P<0.001), significantly outperforming the PESI score, which had an AUC of 0.86 (P<0.001). Statistical analysis confirmed that the mmDL model was superior to PESI in predicting short-term mortality (P<0.001).

CONCLUSIONS

Our proposed mmDL model predicts short-term mortality in patients with acute PE with high accuracy and significantly outperforms the current standard PESI score.

An unexpected battle with peripartum cardiomyopathy: a case report

Peripartum cardiomyopathy (PPCM) is a rare cardiomyopathy marked by systolic dysfunction that presents in late pregnancy or the early postpartum period with an ejection fraction (EF) of less than 45%. Diagnosing PPCM often presents a diagnostic dilemma due to its nonspecific clinical presentation, which usually resembles physiological changes of pregnancy or peripartum pulmonary embolism. Echocardiography is frequently used as a diagnostic modality of choice with management following the GDMT guidelines and delivery. This case presents a 23-year-old patient with a delayed diagnosis of PPCM, followed by a discussion of goal-directed medical therapy (GDMT) and the benefits of early diagnosis and treatment. Common pitfalls in diagnosing PPCM are introduced to encourage clinicians to consider PPCM during late pregnancy. Currently, a new clinical trial is underway investigating the efficacy of dopamine agonists in conjunction with GDMT for treatment of peripartum cardiomyopathy.

Clinical Profile and Outcomes of Pulmonary Embolism in Central Iran: A Retrospective Cohort Study

BACKGROUND

Pulmonary embolism (PE) is a significant public health concern. This retrospective cohort study examines the clinical profiles and outcomes of patients diagnosed with PE at a medical center in central Iran, aiming to identify mortality predictors during hospitalization and follow-up.

METHODS

Data from 109 patients diagnosed with PE were analyzed, with a median follow-up of 23 months. The collected information included demographic and clinical characteristics, laboratory findings, treatment protocols, and outcomes. Logistic regression and Kaplan-Meier survival analysis were used to identify independent mortality predictors and assess survival impact.

RESULTS

The mean age was 59.2 years (±19.7), with 51.4% male. Common symptoms included dyspnea (86%) and chest pain (53%), with non-massive PE being the most prevalent (63%). Independent mortality predictors identified were age (odds ratio [OR] 1.065 per year, P<0.001), female sex (OR 4.421, P=0.009), and PE severity (OR 0.262, P=0.023). Kaplan-Meier analysis showed reduced survival probabilities in females (P=0.009), those with provoked PE (P=0.002), patients over 65 (P=0.016), and individuals with comorbidities (P=0.018). In-hospital mortality was 10.1%, linked to provoked massive PE, absence of thrombolytic therapy, and reduced left ventricular ejection fraction (LVEF).

CONCLUSION

In this cohort, age, sex, and PE severity were significant mortality predictors, while provoked PE, advanced age, and comorbidities were associated with lower mid-term survival probabilities.

Venous Thromboembolism: Current Insights and Future Directions

Venous thromboembolism (VTE) is the third most common cause of death worldwide even though incidence rates differ globally. Western nations report 1 to 2 cases per 1,000 person-years, while Eastern countries exhibit lower rates (<1 per 1,000 person-years). This comprehensive review delves into diverse VTE risk factors including gender, diabetes, obesity, smoking, genetic mutations, hormonal influences, travel, infections, trauma, and cancer. Notably, VTE incidence is highest in certain cancers (such as pancreatic, liver, and non-small-cell lung cancers) and lowest in others (such as breast, melanoma, and prostate cancers). The extensive review provides essential information about prevalent factors and explores potential molecular mechanism contributing to VTE.

Right Ventricular Longitudinal Strain-Related Indices in Acute Pulmonary Embolism

Pulmonary embolism (PE) is correlated with serious morbidity and mortality. Efforts have been made to establish and validate mortality predictive scores based mainly on clinical parameters. Patients with PE and traditional indices of echocardiographic right ventricular (RV) dysfunction or pressure overload have a higher probability of a worse outcome. During the last two decades, studies regarding the use of two-dimensional speckle-tracking echocardiography (2DSTE) and its derived indices in the setting of acute PE have been conducted. In this comprehensive review of the literature, we aimed to summarize these studies. Safe conclusions and comparisons among the reviewed studies are prone to statistical errors, mainly because the studies published were heterogenous in design, different 2DSTE-derived parameters were tested, and different clinical outcomes were used as endpoints. Nonetheless, RV strain indices and, more commonly, regional longitudinal strain of the RV free wall have shown a promising correlation with mortality, assisting in the differential diagnosis between PE and other acute or chronic disorders.

Thrombus in Transit: Key Echocardiography Findings in the ED

A 32-year-old Asian male presented to the ED with a one-day history of mild pleuritic chest pain. He was diagnosed with an acute pulmonary embolus on CT Pulmonary Angiography (CT-PA). Transthoracic echocardiography (TTE) performed at the bedside in the ED demonstrated evidence of right heart strain but, most notably, a highly mobile echogenic thrombus in the right atrium, consistent with a clot-in-transit (CIT). This was not visualized on CT due to the influx of contrast in the heart. Based on this, the patient was transferred to the High Dependency Unit for IV heparin and close monitoring. The following day, he underwent clot retrieval using an Inari Flowtriever under direct TTE guidance. He was discharged on oral anticoagulation four days later and experienced no complications on follow-up. CIT is an important feature of pulmonary embolus to identify, as it can escalate the risk stratification of the patient, and management will need to be altered accordingly.

The Management of Intracardiac Thrombus in a COVID-19 Patient Using IV Thrombolytics: A Case Report

The coronavirus disease 2019 (COVID-19) pandemic has unveiled numerous clinical challenges, particularly its association with thrombotic events, which significantly contribute to morbidity and mortality. While thrombotic complications such as arterial and venous thromboembolism (VTE) are well-documented, instances of intracardiac thrombus are notably rare. This case report discusses a 60-year-old male with COVID-19 who came to the hospital due to respiratory distress. Despite treatment with remdesivir, the patient's condition worsened prompting further workup. His nuclear medicine (NM) ventilation-perfusion scan was inconclusive, but a 2D echocardiogram showed an intracardiac thrombus in the right atrium (RA) and right ventricle (RV). As the patient's condition worsened, necessitating a transition from nasal cannula to high-flow nasal cannula, a decision was made to treat him with intravenous (IV) thrombolytic therapy. The patient received 100 mg IV alteplase and IV heparin, resulting in significant respiratory improvement and symptomatic relief. A repeat echocardiogram after 48 hours showed normal ejection fraction and complete thrombus resolution. In conclusion, this case highlights the complex link between COVID-19 infection and prothrombotic states, leading to severe complications such as intracardiac thrombus in transit. The successful treatment of this patient through a multidisciplinary approach and thrombolytic therapy underscores the importance of prompt recognition and intervention in high-risk cases.

Contemporary approaches to pulmonary embolism diagnosis: a clinical review

The optimal diagnosis strategy for pulmonary embolism (PE) in the emergency department (ED) remains complex. This review summarizes PE diagnosis with clinical presentation, decision rules and investigations for acute PE. This review was performed using studies published between January 1, 2010, and September 1, 2023. PE should be considered in ED in patients with chest pain, shortness of breath, syncope or signs of deep veinous thrombosis. Definitive diagnosis of PE relies on thoracic imaging, with the use of chest tomographic pulmonary angiogram or ventilation-perfusion lung scintigraphy. To limit the continuous increased use of chest imaging, the clinical probability should be the first step for PE workup. The pulmonary embolism rule-out criteria (PERC) can rule out PE at this stage. If not, for low or intermediate probability, several clinical decision rules have been validated, either by ruling out PE on clinical signs, or by raising D-dimer thresholds (YEARS or PEGeD [Pulmonary Embolism Graduated D-Dimer] criteria) or by combination of these different rules. It is recommended that patients with a high clinical probability of PE should undergo chest imaging without the need for D-dimer testing. The PE diagnostic approach can be tailored in specific populations such as pregnant, younger, COVID-19, or cancer patients. PE diagnosis workup illustrates the complexity of modern probabilistic-based approaches of decision-making in medicine. It is recommended to use a Bayesian approach with the evaluation of clinical probability, then order D-dimer if the PERC rule is positive, then adapt the D-dimer threshold for ordering chest imaging using clinical decision rules.

Pulmonary Embolism Presenting as ST-Elevation Myocardial Infarction: A Report of Two Cases

Pulmonary embolism (PE) is often underrecognized due to its ability to mimic other conditions; however, ultrasound can provide diagnostic clues to aid in the diagnosis of PE. We describe two patients who presented with symptoms suggestive of cardiac ischemia and had electrocardiograms (EKGs) indicative of anteroseptal myocardial infarction. In both cases, cardiac point-of-care ultrasonography showed signs of large pulmonary emboli, which were then confirmed on computed tomography angiography of the chest. Both patients underwent successful aspiration thrombectomy with rapid resolution of cardiac dysfunction. Point-of-care ultrasonography should be used as an adjunct in patients presenting with anterior ischemia on EKG to evaluate for signs of PE.

Considerations for instituting pediatric pulmonary embolism response teams: A tool kit

The incidence of pediatric pulmonary embolism (PE) has increased by 200 % in the last decade, but at a single center, it is still infrequent. Given the unique epidemiologic features of pediatric PE, diagnosis is often delayed, and the management is empiric, based on individual physician experience or preference. Thus, there is a strong need for center-specific uniform management of pediatric PE patients. In adults, the development of pulmonary embolism response teams (PERTs) or PE critical care pathways has shortened the time to diagnosis and the initiation of definitive management. Evidence to support an improvement in PE outcomes after the development of PERTs does not exist in children. Nonetheless, we have summarized the practical practice guidelines that physicians and institutions can adopt to establish their institutional PERTs or critical pathways. We also provide strategies for resource-challenged institutions for partnering with centers with expertise in the management of pediatric PE.

In-Hospital versus Out-of-Hospital Pulmonary Embolism: Clinical Characteristics, Biochemical Markers and Echocardiographic Indices

BACKGROUND

A significant proportion of pulmonary embolisms (PEs) occurs in patients during hospitalisation for another reason. However, limited data regarding differences between out-of-hospital PE (OHPE) and in-hospital PE (IHPE) is available. We aimed to compare these groups regarding their clinical characteristics, biochemical markers, and echocardiographic indices.

METHODS

This was a prospective, single-arm, single-centre study. Adult consecutive patients with non-COVID-related PE from September 2019 to March 2022 were included and followed up for 12 months.

RESULTS

The study included 180 (84 women) patients, with 89 (49.4%) suffering from IHPE. IHPE patients were older, they more often had cancer, were diagnosed earlier after the onset of symptoms, they had less frequent pain and higher values of high sensitivity troponin I and brain natriuretic peptide levels compared to OHPE patients. Echocardiographic right ventricular (RV) dysfunction was detected in similar proportions in the 2 groups. IHPE had increased in-hospital mortality (14.6% vs. 3.3%, p = 0.008) and similar post-discharge to 12-month mortality with OHPE patients.

CONCLUSIONS

In this prospective cohort study, IHPE differed from OHPE patients regarding age, comorbidities, symptoms, and levels of biomarkers associated with RV dysfunction. IHPE patients had higher in-hospital mortality compared to OHPE patients and a similar risk of death after discharge.

The Zurkurnai ECG Pattern: A Novel ECG Pattern of the High-Risk Features of Acute Pulmonary Embolism

Acute pulmonary embolism is an important differential diagnosis in patients presenting with acute shortness of breath. However, the overlapping clinical presentation between acute coronary syndrome, aortic dissection, pneumonia, and heart failure made the diagnosis of pulmonary embolism very challenging in a limited resources center. We present a case of acute pulmonary embolism with an uncommon ECG pattern that was initially misdiagnosed as acute coronary syndrome. The authors made the appropriate diagnosis using the Zurkurnai ECG pattern in acute pulmonary embolism, which is defined as the presence of right axis deviation, deep symmetrical T wave inversion in V1 to V5, II, III, and AVF with the maximum at V3-V4 and poor R wave progression, which indicates the high-risk features of acute pulmonary embolism.

Association of Blood Leukocytes and Hemoglobin with Hospital Mortality in Acute Pulmonary Embolism

This study aimed to assess the prognostic significance of total leukocyte count (TLC) and hemoglobin (Hb) levels upon admission for patients with acute pulmonary embolism (PE), considering the European Society of Cardiology (ESC) model for mortality risk. 1622 patients from a regional PE registry were included. Decision tree statistics were employed to evaluate the prognostic value of TLC and Hb, both independently and in conjunction with the ESC model. The results indicated all-cause and PE-related in-hospital mortality rates of 10.7% and 6.5%, respectively. Subgrouping patients based on TLC cut-off values (≤11.2, 11.2-16.84, >16.84 × 109/L) revealed increasing all-cause mortality risks (7.0%, 11.8%, 30.2%). Incorporating Hb levels (≤126 g/L or above) further stratified the lowest risk group into two strata with all-cause mortality rates of 10.1% and 4.7%. Similar trends were observed for PE-related mortality. Notably, TLC improved risk assessment for intermediate-high-risk patients within the ESC model, while Hb levels enhanced mortality risk stratification for lower-risk PE patients in the ESC model for all-cause mortality. In conclusion, TLC and Hb levels upon admission can refine the ESC model's mortality risk classification for patients with acute PE, providing valuable insights for improved patient management.

The Role of Echocardiography in Evaluating Cardiovascular Diseases in Patients with Diabetes Mellitus

Patients with diabetes mellitus are highly susceptible to cardiovascular complications, which are directly correlated with cardiovascular morbidity and mortality. In addition to coronary artery disease, there is growing awareness of the risk and prevalence of heart failure (HF) in patients with diabetes. Echocardiography is an essential diagnostic modality commonly performed in patients with symptoms suggestive of cardiovascular diseases (CVD), such as dyspnea or chest pain, to establish or rule out the cause of symptoms. Conventional echocardiographic parameters, such as left ventricular ejection fraction, are helpful not only for diagnosing CVD but also for determining severity, treatment strategy, prognosis, and response to treatment. Echocardiographic myocardial strain, a novel echocardiographic technique, enables the detection of early changes in ventricular dysfunction before HF symptoms develop. This article aims to review the role of echocardiography in evaluating CVD in patients with diabetes mellitus and how to use it in patients with suspected cardiac diseases.