Publications by authors named "Molenaar M"

Aims: This study aimed to validate the machine learning-based Global Registry of Acute Coronary Events (GRACE) 3.0 score and PRAISE (Prediction of Adverse Events following an Acute Coronary Syndrome) in patients with acute coronary syndrome (ACS) treated with percutaneous coronary intervention (PCI) for predicting mortality.

Methods And Results: Data of consecutive patients with ACS treated with PCI in a tertiary centre in the Netherlands between 2014 and 2021 were used for external validation.

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While heterogeneity is a key feature of cancer, understanding metabolic heterogeneity at the single-cell level remains a challenge. Here we present C-SpaceM, a method for spatial single-cell isotope tracing that extends the previously published SpaceM method with detection of C-glucose-derived carbons in esterified fatty acids. We validated C-SpaceM on spatially heterogeneous models using liver cancer cells subjected to either normoxia-hypoxia or ATP citrate lyase depletion.

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Article Synopsis
  • The study aims to automate the selection process for echocardiographic exams by classifying routine views, recognizing unknown views, and assessing image quality.
  • A neural network is trained for view classification, and a linear regression model predicts view quality using feature embeddings.
  • Results show that the method performs nearly at expert level, significantly improving efficiency in selecting appropriate echocardiography views for analysis.
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  • Angina with Non-Obstructed Coronary Arteries (ANOCA) is linked to abnormal blood vessel responses, and reduced myocardial blood volume (MBV) may contribute to this condition and be related to insulin resistance.
  • A study compared MBV in ANOCA patients with healthy controls while testing coronary function, which revealed issues like vasospasm and coronary microvascular dysfunction in some ANOCA patients.
  • Results showed that ANOCA patients had significantly lower MBV levels at various stress tests and exhibited signs of metabolic insulin resistance, but insulin did not change heart blood flow in the short term.
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Background: One single-center randomized clinical trial showed that INTELLiVENT-adaptive support ventilation (ASV) is superior to conventional ventilation with respect to the quality of ventilation in post-cardiac surgery patients. Other studies showed that this automated ventilation mode reduces the number of manual interventions at the ventilator in various types of critically ill patients. In this multicenter study in patients post-cardiac surgery, we test the hypothesis that INTELLiVENT-ASV is superior to conventional ventilation with respect to the quality of ventilation.

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  • The study aimed to assess the effectiveness of machine learning (ML) in predicting 5-year all-cause mortality in patients with chronic coronary syndrome (CCS) using clinical and transthoracic echocardiography (TTE) data.
  • Researchers gathered data from 1253 patients who underwent TTE at Amsterdam UMC between 2015 and 2017, training an eXtreme Gradient Boosting (XGBoost) model that outperformed traditional risk scores in predicting mortality.
  • The findings indicate that the ML model is more accurate, particularly identifying risks such as left ventricular dysfunction, showcasing its potential to better stratify high-risk CCS patients compared to existing methods.
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  • Metabolism plays a vital role in maintaining balance in the body and in diseases like cancer, but understanding the differences in metabolic activities among cancer cells has been challenging due to a lack of tools.
  • A new technique called C-SpaceM has been developed to trace glucose-dependent fat synthesis in individual cells using mass spectrometry, microscopy, and data analysis, which allows for spatial insights into metabolic processes.
  • Validation of C-SpaceM on liver cancer cells and glioma tissues showed not only variations in fat synthesis at the single-cell level but also significant differences in metabolic activity between tumor and normal tissues, highlighting the complexity of cancer metabolism.
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  • The European Society of Cardiology advises evaluating left ventricular function through echocardiography for all chronic coronary syndrome (CCS) patients to aid in risk assessment.
  • A study involving 1,984 CCS patients revealed that moderate or severe valvular heart disease (VHD) was linked to increased mortality, revealing it as a risk factor independent of left ventricular function.
  • The findings highlight the importance of thorough echocardiographic evaluations for CCS patients, as VHD significantly contributes to mortality risks beyond just left ventricular dysfunction.
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Hepatic stellate cells (HSCs) are liver-resident cells best known for their role in vitamin A storage under physiological conditions. Upon liver injury, HSCs activate into myofibroblast-like cells, a key process in the onset of liver fibrosis. Lipids play an important role during HSC activation.

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Progress in mass spectrometry lipidomics has led to a rapid proliferation of studies across biology and biomedicine. These generate extremely large raw datasets requiring sophisticated solutions to support automated data processing. To address this, numerous software tools have been developed and tailored for specific tasks.

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Imaging mass spectrometry (MS) is becoming increasingly applied for single-cell analyses. Multiple methods for imaging MS-based single-cell metabolomics were proposed, including our recent method SpaceM. An important step in imaging MS-based single-cell metabolomics is the assignment of MS intensities from individual pixels to single cells.

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The tumour suppressor PTEN is a negative regulator of the PI3K/AKT signalling pathway. Liver-specific deletion of Pten in mice results in the hyper-activation PI3K/AKT signalling accompanied by enhanced genome duplication (polyploidization), marked lipid accumulation (steatosis) and formation of hepatocellular carcinomas. However, it is unknown whether polyploidization in this model has an impact on the development of steatosis and the progression towards liver cancer.

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In diabetic patients, dyslipidemia frequently contributes to organ damage such as diabetic kidney disease (DKD). Dyslipidemia is associated with both excessive deposition of triacylglycerol (TAG) in lipid droplets (LDs) and lipotoxicity. Yet, it is unclear how these two effects correlate with each other in the kidney and how they are influenced by dietary patterns.

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Article Synopsis
  • * Twelve recent studies have created machine learning models for various tasks like frame selection and lesion assessment, demonstrating moderate to good performance, but only three have been independently validated.
  • * Future advancements in AI could lead to less-invasive and more objective diagnoses of coronary artery disease (CAD) and enhance treatment decisions and efficiency in catheterization labs through improved analysis integration.
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Background: Nine core domains for tendinopathy have been identified. For Achilles tendinopathy there is large variation in outcome measures used, and how these fit into the core domains has not been investigated.

Objective: To identify all available outcome measures outcome measures used to assess the clinical phenotype of Achilles tendinopathy in prospective studies and to map the outcomes measures into predefined health-related core domains.

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Statement Of Problem: The esthetics of anterior lithium disilicate restorations can be enhanced if the buccal aspect is layered with a feldspathic ceramic. However, whether fractures and chipping of this layer are a prevalent complication is unclear.

Purpose: The purpose of this retrospective study was to evaluate the incidence of incisal fracture of a specially designed lithium disilicate reinforcement of the incisal edge for indirect anterior bilayered restorations on both teeth and implants.

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Lipid droplets store neutral lipids, primarily triacylglycerol and steryl esters. Seipin plays a role in lipid droplet biogenesis and is thought to determine the site of lipid droplet biogenesis and the size of newly formed lipid droplets. Here we show a seipin-independent pathway of lipid droplet biogenesis.

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Many proteins that can assemble into higher order structures termed amyloids can also concentrate into cytoplasmic inclusions via liquid-liquid phase separation. Here, we study the assembly of human Golgi-Associated plant Pathogenesis Related protein 1 (GAPR-1), an amyloidogenic protein of the Cysteine-rich secretory proteins, Antigen 5, and Pathogenesis-related 1 proteins (CAP) protein superfamily, into cytosolic inclusions in Saccharomyces cerevisiae. Overexpression of GAPR-1-GFP results in the formation GAPR-1 oligomers and fluorescent inclusions in yeast cytosol.

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Background: Improvements in mass spectrometry (MS) technologies coupled with bioinformatics developments have allowed considerable advancement in the measurement and interpretation of lipidomics data in recent years. Since research areas employing lipidomics are rapidly increasing, there is a great need for bioinformatic tools that capture and utilize the complexity of the data. Currently, the diversity and complexity within the lipidome is often concealed by summing over or averaging individual lipids up to (sub)class-based descriptors, losing valuable information about biological function and interactions with other distinct lipids molecules, proteins and/or metabolites.

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Background: Low oesophageal temperatures (OTs) during cryoballoon pulmonary vein isolation (PVI) have been associated with complications. This study assessed the incidence of low OT in clinical practice during cryoballoon PVI and verified possible predictive values for low OT.

Methods: Consecutive patients who underwent PVI using the second-generation cryoballoon were retrospectively included.

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Article Synopsis
  • Lipids have a dual role in the liver: they're essential for healthy hepatic stellate cells, but excessive lipids in hepatocytes can hinder liver function.
  • Neglected lipid buildup in hepatocytes can lead to hepatic fibrosis through the activation of stellate cells.
  • Understanding the complex lipid metabolism in both resting and activated states of these cells is vital for effectively treating fatty liver disease without causing harmful side effects.
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Background: In the 123-study, we prospectively assessed, in a randomized fashion, the minimal cryoballoon application time necessary to achieve pulmonary vein (PV) isolation (PVI) in patients with paroxysmal atrial fibrillation (AF) with the aim to reduce complications by shortening the application duration. The first results of this study demonstrated that shortened cryoballoon applications (<2 minutes) resulted in less phrenic nerve injury (PNI) without compromising acute isolation efficacy for the right PVs. We now report the 1-year follow-up results regarding safety and efficacy of shorter cryoballoon applications.

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Background: Hepatic lipidosis is increasing in incidence in the Western world, with cats being particularly sensitive. When cats stop eating and start utilizing their fat reserves, free fatty acids (FFAs) increase in blood, causing an accumulation of triacylglycerol (TAG) in the liver.

Objective: Identifying potential new drugs that can be used to treat hepatic lipidosis in cats using a feline hepatic organoid system.

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Introduction: Gaseous microemboli that originate from the cardiopulmonary bypass circuit may contribute to adverse outcome after cardiac surgery. We prospectively evaluated the influence of gaseous microemboli on the release of various biomarkers after use of a minimally invasive extracorporeal technology system.

Methods: In 70 patients undergoing coronary artery bypass grafting with minimized cardiopulmonary bypass, gaseous microemboli were measured intraoperatively with a bubble counter.

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