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- Medizinische Klinik und Poliklinik I (68) (remove)
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We aimed to elucidate the diagnostic potential of the C-X-C motif chemokine receptor 4 (CXCR4)-directed positron emission tomography (PET) tracer \(^{68}\)Ga-Pentixafor in patients with poorly differentiated neuroendocrine carcinomas (NEC), relative to the established reference standard \(^{18}\)F-FDG PET/computed tomography (CT). In our database, we retrospectively identified 11 treatment-naïve patients with histologically proven NEC, who underwent \(^{18}\)F-FDG and CXCR4-directed PET/CT for staging and therapy planning. The images were analyzed on a per-patient and per-lesion basis and compared to immunohistochemical staining (IHC) of CXCR4 from PET-guided biopsies. \(^{68}\)Ga-Pentixafor visualized tumor lesions in 10/11 subjects, while \(^{18}\)F-FDG revealed sites of disease in all 11 patients. Although weak to moderate CXCR4 expression could be corroborated by IHC in 10/11 cases, \(^{18}\)F-FDG PET/CT detected significantly more tumor lesions (102 vs. 42; total lesions, n = 107; p < 0.001). Semi-quantitative analysis revealed markedly higher 18F-FDG uptake as compared to \(^{68}\)Ga-Pentixafor (maximum and mean standardized uptake values (SUV) and tumor-to-background ratios (TBR) of cancerous lesions, SUVmax: 12.8 ± 9.8 vs. 5.2 ± 3.7; SUVmean: 7.4 ± 5.4 vs. 3.1 ± 3.2, p < 0.001; and, TBR 7.2 ± 7.9 vs. 3.4 ± 3.0, p < 0.001). Non-invasive imaging of CXCR4 expression in NEC is inferior to the reference standard \(^{18}\)F-FDG PET/CT.
Purpose
Artificial neural networks show promising performance in automatic segmentation of cardiac MRI. However, training requires large amounts of annotated data and generalization to different vendors, field strengths, sequence parameters, and pathologies is limited. Transfer learning addresses this challenge, but specific recommendations regarding type and amount of data required is lacking. In this study, we assess data requirements for transfer learning to experimental cardiac MRI at 7T where the segmentation task can be challenging. In addition, we provide guidelines, tools, and annotated data to enable transfer learning approaches by other researchers and clinicians.
Methods
A publicly available segmentation model was used to annotate a publicly available data set. This labeled data set was subsequently used to train a neural network for segmentation of left ventricle and myocardium in cardiac cine MRI. The network is used as starting point for transfer learning to 7T cine data of healthy volunteers (n = 22; 7873 images) by updating the pre-trained weights. Structured and random data subsets of different sizes were used to systematically assess data requirements for successful transfer learning.
Results
Inconsistencies in the publically available data set were corrected, labels created, and a neural network trained. On 7T cardiac cine images the model pre-trained on public imaging data, acquired at 1.5T and 3T, achieved DICE\(_{LV}\) = 0.835 and DICE\(_{MY}\) = 0.670. Transfer learning using 7T cine data and ImageNet weight initialization improved model performance to DICE\(_{LV}\) = 0.900 and DICE\(_{MY}\) = 0.791. Using only end-systolic and end-diastolic images reduced training data by 90%, with no negative impact on segmentation performance (DICE\(_{LV}\) = 0.908, DICE\(_{MY}\) = 0.805).
Conclusions
This work demonstrates and quantifies the benefits of transfer learning for cardiac cine image segmentation. We provide practical guidelines for researchers planning transfer learning projects in cardiac MRI and make data, models, and code publicly available.
A liquid chromatography tandem mass spectrometry method for the analysis of ten kinase inhibitors (afatinib, axitinib, bosutinib,cabozantinib, dabrafenib, lenvatinib, nilotinib, osimertinib, ruxolitinib, and trametinib) in human serum and plasma for theapplication in daily clinical routine has been developed and validated according to the US Food and Drug Administration andEuropean Medicines Agency validation guidelines for bioanalytical methods. After protein precipitation of plasma samples withacetonitrile, chromatographic separation was performed at ambient temperature using a Waters XBridge® Phenyl 3.5μm(2.1×50 mm) column. The mobile phases consisted of water-methanol (9:1, v/v) with 10 mM ammonium bicarbonate as phase A andmethanol-water (9:1, v/v) with 10 mM ammonium bicarbonate as phase B. Gradient elution was applied at a flow rate of 400μL/min. Analytes were detected and quantified using multiple reaction monitoring in electrospray ionization positive mode. Stableisotopically labeled compounds of each kinase inhibitor were used as internal standards. The acquisition time was 7.0 min perrun. All analytes and internal standards eluted within 3.0 min. The calibration curves were linear over the range of 2–500 ng/mLfor afatinib, axitinib, bosutinib, lenvatinib, ruxolitinib, and trametinib, and 6–1500 ng/mL for cabozantinib, dabrafenib, nilotinib,and osimertinib (coefficients of correlation≥0.99). Validation assays for accuracy and precision, matrix effect, recovery,carryover, and stability were appropriate according to regulatory agencies. The rapid and sensitive assay ensures high throughputand was successfully applied to monitor concentrations of kinase inhibitors in patients.
Diese retrospektive Auswertung von PatientInnendaten der kardiologischen Ambulanz des Universitätsklinikums Würzburg konnte zeigen, dass die Bestimmung der diastolischen Dysfunktion prognostisch relevante Informationen enthält. Das Studienkollektiv wurde anhand der gemessenen Ejektionsfraktion in die zwei Untersuchungsgruppen HFrEF und HFmrEF eingeteilt. Diese zwei Untersuchungsgruppen wurden anhand ihrer klinisch und echokardiographisch bestimmten Charakteristika verglichen. Anschließend wurden drei diastolische Parameter (E/e’, LAVi und TRVmax) auf ihre prognostische Relevanz untersucht. Die abschließende Untersuchung gruppierte die PatientInnen anhand der Schwere ihrer diastolischen Dysfunktion (mild / moderat / schwer) und untersuchte ebenfalls das Langzeitüberleben.
Die HFmrEF-Gruppe zeigte ähnliche klinische Charakteristika wie die HFrEF-Gruppe. Eine ischämische Genese der Herzinsuffizienz wurde in der HFmrEF-Gruppe im Vergleich zur HFrEF-Gruppe häufiger beobachtet.
Die Überlebenszeitanalysen konnten bei PatientInnen in der HFmrEF-Gruppe zeigen, dass ein dilatierter linker Vorhof (LAVi) oder eine große Regurgitation über der Trikuspidalklappe (TRVmax) mit einer schlechten Prognose einhergehen. Bei HFrEF-PatientInnen hingegen konnte dies nicht nachgewiesen werden. Hier zeigte sich, dass insbesondere der Parameter E/e’septal prognostisch relevante Informationen enthält.
Die Auswertung der Untersuchungsgruppen nach Einteilung anhand der Schwere der diastolischen Dysfunktion konnte die gefunden Effekte bestätigen. Eine moderate bis schwere diastolische Dysfunktion war mit einer signifikant schlechteren Prognose behaftet, und zwar sowohl in der HFrEF- wie auch in der HFmrEF-Gruppe.
Die gefunden Ergebnisse zeigen, dass die diastolische Dysfunktion auch bei PatientInnen mit einer systolischen Herzinsuffizienz wichtige prognostische Informationen enthalten. In der klinischen Routine sollte die echokardiographische Bestimmung der diastolischen Herzfunktion standardmäßig durchgeführt werden.
Die Ergebnisse könnten nicht nur in der Diagnostik zur Kategorisierung der PatientInnen und Bestimmung der Prognose, sondern auch hinsichtlich der Therapie von großem zukünftigem Nutzen sein. Hierzu sollten perspektivisch vor allem therapeutische Aspekte in prospektiven, idealerweise randomisierten Studien untersucht werden, welche sich auf die Erkenntnisse dieser Arbeit beziehen.
Aims
This study aimed to identify echocardiographic determinants of left ventricular thrombus (LVT) formation after acute anterior myocardial infarction (MI).
Methods and results
This case–control study comprised 55 acute anterior MI patients with LVT as cases and 55 acute anterior MI patients without LVT as controls, who were selected from a cohort of consecutive patients with ischemic heart failure in our hospital. The cases and controls were matched for age, sex, and left ventricular ejection fraction. LVT was detected by routine/contrast echocardiography or cardiac magnetic resonance imaging during the first 3 months following MI. Formation of apical aneurysm after MI was independently associated with LVT formation [72.0% vs. 43.5%, odds ratio (OR) = 5.06, 95% confidence interval (CI) 1.65–15.48, P = 0.005]. Echocardiographic risk factors associated with LVT formation included reduced mitral annular plane systolic excursion (<7 mm, OR = 4.69, 95% CI 1.84–11.95, P = 0.001), moderate–severe diastolic dysfunction (OR = 2.71, 95% CI 1.11–6.57, P = 0.028), and right ventricular (RV) dysfunction [reduced tricuspid annular plane systolic excursion < 17 mm (OR = 5.48, 95% CI 2.12–14.13, P < 0.001), reduced RV fractional area change < 0.35 (OR = 3.32, 95% CI 1.20–9.18, P = 0.021), and enlarged RV mid diameter (per 5 mm increase OR = 1.62, 95% CI 1.12–2.34, P = 0.010)]. Reduced tricuspid annular plane systolic excursion (<17 mm) significantly associated with increased risk of LVT in anterior MI patients (OR = 3.84, 95% CI 1.37–10.75, P = 0.010), especially in those patients without apical aneurysm (OR = 5.12, 95% CI 1.45–18.08, P = 0.011), independent of body mass index, hypertension, anaemia, mitral annular plane systolic excursion, and moderate–severe diastolic dysfunction.
Conclusions
Right ventricular dysfunction as determined by reduced TAPSE or RV fractional area change is independently associated with LVT formation in acute anterior MI patients, especially in the setting of MI patients without the formation of an apical aneurysm. This study suggests that besides assessment of left ventricular abnormalities, assessment of concomitant RV dysfunction is of importance on risk stratification of LVT formation in patients with acute anterior MI.
Das Herz ist physiologisch auf einen fein regulierten und ausgeglichenen bioenergetischen Energiehaushalt angewiesen, um auf akute Belastungssituationen adäquat reagieren zu können und oxidativen Stress zu vermeiden. Ca2+ reguliert zentral sowohl die zyklischen Kontraktions-/Relaxationsprozesse (ECC) als auch unmittelbar den mitochondrialen Metabolismus. Der ECC liegt in den Kardiomyozyten die Ca2+- Freisetzung durch die RyR2 zu Grunde; die IP3 Rezeptoren des sarkoplasmatischen Retikulums (SR) führen davon unabhängig zu einer Ca2+ Freisetzung aus dem SR. Diese IP3R vermittelten Signale werden in den räumlich nahe gelegenen Mitochondrien zum Teil über den mRyR1 in die mitochondriale Matrix aufgenommen und stimulieren dort langfristig die oxidative Phosphorylierung und den Erhalt der antioxidativen Kapazität. Die enge räumliche Nähe zwischen SR und Mitochondrien wird durch Strukturproteine wie Mitofusin 2 (Mfn2) ergänzt, die das SR mit der äußeren Mitochondrienmembran koppeln und so die Ca2+-Interaktion beeinflussen. Ziel der Arbeit war, den Effekt von Mfn2 Defizienz auf die IP3 induzierte mitochondriale Ca2+-Regulation in Kardiomyozyten zu evaluieren. Dazu erfolgten Fluoreszenzfärbungen an adulten isolierten Ventrikelkardiomyozyten kardiospezifischer Mfn2 Knock-Out (KO) Mäusen bzw. deren wildtypischen Geschwistertieren (WT). Erhobene Parameter umfassten das mitochondriale Ca2+, das mitochondriale Membranpotenzial, die mitochondriale Superoxidbildung und mitochondriale ATP-Gehalt. Die Ergebnisse bestätigten eine Signalachse, bei der die Stimulation von isolierten murinen Kardiomyozyten mit dem IP3 Agonisten ET-1 zu einer mitochondrialen Ca2+ Aufnahme führte, dem Erhalt des mitochondrialen Membranpotenzials diente und der ATP Gehalt stiegt. Bei induzierter kardiospezifischer Ablation von Mfn2 geht diese SR-mitochondriale Interaktion verloren, und es entstand ein energetisches Defizit sowie eine verminderte Superoxidbildung. Bei beta-adrenerger Stimulation mit Isoproterenol (ISO) resultierte in WT zwar eine mitochondriale Ca2+-Aufnahme, allerdings ein Abfall des ATP-Gehaltes. In den Mfn2 defizienten Kardiomyozyten zeigte sich eine Steigerung des ATP-Gehaltes auch auf beta-adrenerge Stimulation, die einen energetischen Kompensationsmechanismus in den Mfn2 KO Tieren vermuten lässt. Dies identifiziert Mfn2 als kritische Strukturkomponente für die basale bioenergetische Adaptation der durch IP3R-mRyR1 vermittelten Signalachse unter physiologischen Bedingungen.
Nach Stimulierung mit einem IP3-Rezeptor Agonisten wird die mitochondriale Ca2+-Aufnahme stimuliert. Wenn diese mitochondriale Ca2+-Aufnahme durch Dantrolen oder Ru360 blockiert wird, dann steigt nachfolgend das zytosolische [Ca2+] an. Nach Blockierung des mRyR durch Dantrolen steigt zusätzlich durch die Beeinflussung der passiven Komponente des nukleären Ca2+-Transienten das nukleäre [Ca2+] an. Dieses erhöhte nukleäre [Ca2+] hat letztlich eine Hypertrophie zur Folge. Somit können Mitochondrien, die in ihrer Funktion gestört sind, zur Entwicklung der Hypertrophie beitragen.
Die Nikotinamid N-Methyltransferase (NNMT) wurde als wichtiger Regulator des Energiemetabolismus in Fettzellen beschrieben. So bewahrt ein NNMT Knock-down Mäuse vor einer nahrungsinduzierten Adipositas und bei reduzierter NNMT-Expression in weißen 3T3-L1 Adipozyten zeigen diese einen erhöhten zellulären Sauerstoffverbrauch.
Für den Adipozytenstoffwechsel ist die insulinstimulierte Glukoseaufnahme wesentlich. Um den Einfluss eines NNMT-Knock-downs auf diese zu untersuchen wurde unter Nutzung der Substratspezifitäten des prokaryotischen und eukaryotischen Isoenzyms der Glukose-6-phosphat-Dehydrogenase ein enzymatisch-photometrischer Assay zur Messung der Glukoseaufnahmerate in adhärenten weißen 3T3-L1 und braunen Adipozytenkulturen entwickelt.
Mit lentiviraler Transduktion wurde in den Adipozytenkulturen ein persistenter NNMT-Knock-down induziert. Die NNMT-Aktivität wurde mit einem fluoreszenzbasierten Assay gemessen und die Glukoseaufnahmerate in deren Abhängigkeit bestimmt.
Die Reduktion der NNMT-Aktivität verminderte die Glukoseaufnahmerate der 3T3-L1 Adipozyten sowohl basal, wie auch unter Insulinstimulation. Braune Adipozyten hingegen zeigten bei verringerter NNMT-Aktivität eine erhöhte insulinstimulierte Glukoseaufnahmerate, aber keinen Unterschied der basalen Glukoseaufnahmerate.
Dieser differenzielle Einfluss auf die Glukoseaufnahme weißer und brauner Adipozyten stärkt die wichtige Rolle der NNMT, die ihr zur Regulation des Fettzellstoffwechsels zugeschrieben wird und enthüllt erstmals eine direkte Wirkung auf braune Adipozyten.
A clinically relevant proportion of adrenocortical carcinoma (ACC) cases shows a tendency to metastatic spread. The objective was to determine whether the epithelial to mesenchymal transition (EMT), a mechanism associated with metastasizing in several epithelial cancers, might play a crucial role in ACC. 138 ACC, 29 adrenocortical adenomas (ACA), three normal adrenal glands (NAG), and control tissue samples were assessed for the expression of epithelial (E-cadherin and EpCAM) and mesenchymal (N-cadherin, SLUG and SNAIL) markers by immunohistochemistry. Using real-time RT-PCR we quantified the alternative isoform splicing of FGFR 2 and 3, another known indicator of EMT. We also assessed the impact of these markers on clinical outcome. Results show that both normal and neoplastic adrenocortical tissues lacked expression of epithelial markers but strongly expressed mesenchymal markers N-cadherin and SLUG. FGFR isoform splicing confirmed higher similarity of adrenocortical tissues to mesenchymal compared to epithelial tissues. In ACC, higher SLUG expression was associated with clinical markers indicating aggressiveness, while N-cadherin expression inversely associated with these markers. In conclusion, we could not find any indication of EMT as all adrenocortical tissues lacked expression of epithelial markers and exhibited closer similarity to mesenchymal tissues. However, while N-cadherin might play a positive role in tissue structure upkeep, SLUG seems to be associated with a more aggressive phenotype.
Atherosclerosis is an inflammatory disease of large and medium-sized arteries, characterized by the growth of atherosclerotic lesions (plaques). These plaques often develop at inner curvatures of arteries, branchpoints, and bifurcations, where the endothelial wall shear stress is low and oscillatory. In conjunction with other processes such as lipid deposition, biomechanical factors lead to local vascular inflammation and plaque growth. There is also evidence that low and oscillatory shear stress contribute to arterial remodeling, entailing a loss in arterial elasticity and, therefore, an increased pulse-wave velocity. Although altered shear stress profiles, elasticity and inflammation are closely intertwined and critical for plaque growth, preclinical and clinical investigations for atherosclerosis mostly focus on the investigation of one of these parameters only due to the experimental limitations. However, cardiovascular magnetic resonance imaging (MRI) has been demonstrated to be a potent tool which can be used to provide insights into a large range of biological parameters in one experimental session. It enables the evaluation of the dynamic process of atherosclerotic lesion formation without the need for harmful radiation. Flow-sensitive MRI provides the assessment of hemodynamic parameters such as wall shear stress and pulse wave velocity which may replace invasive and radiation-based techniques for imaging of the vascular
function and the characterization of early plaque development. In combination with inflammation imaging, the analyses and correlations of these parameters could not only significantly advance basic preclinical investigations of atherosclerotic lesion formation and progression, but also the diagnostic clinical evaluation for early identification of high-risk plaques, which are prone to rupture. In this review, we summarize the key applications of magnetic resonance imaging for the evaluation of plaque characteristics through flow sensitive and morphological measurements. The simultaneous measurements of functional and structural parameters will further preclinical research on atherosclerosis and has the potential to fundamentally improve the detection of inflammation and vulnerable plaques in patients.
Background: The chemokine receptor CCR7 is crucial for an intact immune function, but its expression is also associated with clinical outcome in several malignancies. No data exist on the expression of CCR7 in adrenocortical tumors. Methods: CCR7 expression was investigated by qRT-PCR and immunohistochemistry in 4 normal adrenal glands, 59 adrenocortical adenomas, and 181 adrenocortical carcinoma (ACC) samples. Results: CCR7 is highly expressed in the outer adrenocortical zones and medulla. Aldosterone-producing adenomas showed lower CCR7 protein levels (H-score 1.3 ± 1.0) compared to non-functioning (2.4 ± 0.5) and cortisol-producing adenomas (2.3 ± 0.6), whereas protein expression was variable in ACC (1.8 ± 0.8). In ACC, CCR7 protein expression was significantly higher in lymph node metastases (2.5 ± 0.5) compared to primary tumors (1.8±0.8) or distant metastases (2.0 ± 0.4; p < 0.01). mRNA levels of CCR7 were not significantly different between ACCs, normal adrenals, and adrenocortical adenomas. In contrast to other tumor entities, neither CCR7 protein nor mRNA expression significantly impacted patients' survival. Conclusion: We show that CCR7 is expressed on mRNA and protein level across normal adrenals, benign adrenocortical tumors, as well as ACCs. Given that CCR7 did not influence survival in ACC, it is probably not involved in tumor progression, but it could play a role in adrenocortical homeostasis.
Zusammenfassung:
Unsere Arbeit bestätigt die aus kleineren Studien bekannte hohe Expression der Chemokinrezeptoren CXCR4 und CXCR7 in der normalen Nebenniere und in der Mehrheit der Nebennierenkarzinome. Das auf mRNA Ebene bestätigte Vorkommen beider Chemokinrezeptoren im gesunden Nebennierengewebe deutet auf eine überwiegend für die normale Nebennierenphysiologie wichtige Rolle dieser Chemokinrezeptoren hin. Eine eventuell dennoch bestehende pathophysiologische Relevanz der Rezeptoren wurde ergänzend überprüft und ergab keinen signifikanten Einfluss auf die Prognose des Nebennierenkarzinoms.
Background
Treatment options for poorly differentiated (PDTC) and anaplastic (ATC) thyroid carcinoma are unsatisfactory and prognosis is generally poor. Lenvatinib (LEN), a multi-tyrosine kinase inhibitor targeting fibroblast growth factor receptors (FGFR) 1-4 is approved for advanced radioiodine refractory thyroid carcinoma, but response to single agent is poor in ATC. Recent reports of combining LEN with PD-1 inhibitor pembrolizumab (PEM) are promising.
Materials and Methods
Primary ATC (n=93) and PDTC (n=47) tissue samples diagnosed 1997-2019 at five German tertiary care centers were assessed for PD-L1 expression by immunohistochemistry using Tumor Proportion Score (TPS). FGFR 1-4 mRNA was quantified in 31 ATC and 14 PDTC with RNAscope in-situ hybridization. Normal thyroid tissue (NT) and papillary thyroid carcinoma (PTC) served as controls. Disease specific survival (DSS) was the primary outcome variable.
Results
PD-L1 TPS≥50% was observed in 42% of ATC and 26% of PDTC specimens. Mean PD-L1 expression was significantly higher in ATC (TPS 30%) than in PDTC (5%; p<0.01) and NT (0%, p<0.001). 53% of PDTC samples had PD-L1 expression ≤5%. FGFR mRNA expression was generally low in all samples but combined FGFR1-4 expression was significantly higher in PDTC and ATC compared to NT (each p<0.001). No impact of PD-L1 and FGFR 1-4 expression was observed on DSS.
Conclusion
High tumoral expression of PD-L1 in a large proportion of ATCs and a subgroup of PDTCs provides a rationale for immune checkpoint inhibition. FGFR expression is low thyroid tumor cells. The clinically observed synergism of PEM with LEN may be caused by immune modulation.
Functional versus morphological assessment of vascular age in patients with coronary heart disease
(2021)
Communicating cardiovascular risk based on individual vascular age (VA) is a well acknowledged concept in patient education and disease prevention. VA may be derived functionally, e.g. by measurement of pulse wave velocity (PWV), or morphologically, e.g. by assessment of carotid intima-media thickness (cIMT). The purpose of this study was to investigate whether both approaches produce similar results. Within the context of the German subset of the EUROASPIRE IV survey, 501 patients with coronary heart disease underwent (a) oscillometric PWV measurement at the aortic, carotid-femoral and brachial-ankle site (PWVao, PWVcf, PWVba) and derivation of the aortic augmentation index (AIao); (b) bilateral cIMT assessment by high-resolution ultrasound at three sites (common, bulb, internal). Respective VA was calculated using published equations. According to VA derived from PWV, most patients exhibited values below chronological age indicating a counterintuitive healthier-than-anticipated vascular status: for VA(PWVao) in 68% of patients; for VA\(_{AIao}\) in 52% of patients. By contrast, VA derived from cIMT delivered opposite results: e.g. according to VA\(_{total-cIMT}\) accelerated vascular aging in 75% of patients. To strengthen the concept of VA, further efforts are needed to better standardise the current approaches to estimate VA and, thereby, to improve comparability and clinical utility.
Background
Presence of clonal hematopoiesis of indeterminate potential (CHIP) is associated with a higher risk of atherosclerotic cardiovascular disease, cancer, and mortality. The relationship between a healthy lifestyle and CHIP is unknown.
Methods and Results
This analysis included 8709 postmenopausal women (mean age, 66.5 years) enrolled in the WHI (Women's Health Initiative), free of cancer or cardiovascular disease, with deep‐coverage whole genome sequencing data available. Information on lifestyle factors (body mass index, smoking, physical activity, and diet quality) was obtained, and a healthy lifestyle score was created on the basis of healthy criteria met (0 point [least healthy] to 4 points [most healthy]). CHIP was derived on the basis of a prespecified list of leukemogenic driver mutations. The prevalence of CHIP was 8.6%. A higher healthy lifestyle score was not associated with CHIP (multivariable‐adjusted odds ratio [OR] [95% CI], 0.99 [0.80–1.23] and 1.13 [0.93–1.37]) for the upper (3 or 4 points) and middle category (2 points), respectively, versus referent (0 or 1 point). Across score components, a normal and overweight body mass index compared with obese was significantly associated with a lower odds for CHIP (OR, 0.71 [95% CI, 0.57–0.88] and 0.83 [95% CI, 0.68–1.01], respectively; P‐trend 0.0015). Having never smoked compared with being a current smoker tended to be associated with lower odds for CHIP.
Conclusions
A healthy lifestyle, based on a composite score, was not related to CHIP among postmenopausal women. However, across individual lifestyle factors, having a normal body mass index was strongly associated with a lower prevalence of CHIP. These findings support the idea that certain healthy lifestyle factors are associated with a lower frequency of CHIP.
About 50% of patients with arrhythmogenic cardiomyopathy (ACM) carry a pathogenic or likely pathogenic mutation in the desmosomal genes. However, there is a significant number of patients without positive familial anamnesis. Therefore, the molecular reasons for ACM in these patients are frequently unknown and a genetic contribution might be underestimated. Here, we used a next-generation sequencing (NGS) approach and in addition single nucleotide polymor-phism (SNP) arrays for the genetic analysis of two independent index patients without familial medical history. Of note, this genetic strategy revealed a homozygous splice site mutation (DSG2–c.378+1G>T) in the first patient and a nonsense mutation (DSG2–p.L772X) in combination with a large deletion in DSG2 in the second one. In conclusion, a recessive inheritance pattern is likely for both cases, which might contribute to the hidden medical history in both families. This is the first report about these novel loss-of-function mutations in DSG2 that have not been previously identi-fied. Therefore, we suggest performing deep genetic analyses using NGS in combination with SNP arrays also for ACM index patients without obvious familial medical history. In the future, this finding might has relevance for the genetic counseling of similar cases.
Im Rahmen der EFSD Studie erfolgt die Aufzeichnung von Blutzuckerdaten und Interpretation. Dabei erfolgte die Unterteilung in vier Therapiegruppen: Patienten mit reiner Insulintherapie, mit OAD-Therapie, mit einer Kombination aus Insulin und OAD-Therapie sowie mit einer diätetischen Therapie. Unterschieden wurde innerhalb der Therapiegruppen zwischen Dialysezeiten und dialysefreier Zeit. Die definierten Hypoglykämieintervalle (Hypoglykämie 51 bis 70 mg/dl, schwere Hypoglykämie ≤ 50 mg/dl) wurden in den verschiedenen Gruppen und Zeiten ausgewertet.
Insgesamt kam es während der Gesamtaufzeichnungszeit zu einem prozentual geringen zeitlichen Auftreten von Hypoglykämien sowohl während der Dialysezeit als auch während der dialysefreien Zeit. Die Therapiegruppen unterschieden sich deutlich in ihrer Gruppengröße. Durch die entsprechenden Vorerkrankungen besteht bereits ein deutlich erhöhtes Hypoglykämierisiko und damit erhöhtes Mortalitätsrisiko bei der untersuchten Patientenkohorte. Im Vergleich aller vier unterschiedenen Therapiegruppen ergab sich keine statistische Signifikanz bezüglich eines erhöhten Hypoglykämierisikos bei einer Therapiegruppe. Weder zeigte sich eine Signifikanz während der Dialyse noch in der dialysefreien Zeit. Auch in der Auswertung der HbA1c-Werte besteht eine breite Verteilung, sodass keine zuverlässige Aussage über eine Hypoglykämieneigung abgeleitet werden kann.
Simple Summary
Using a visual-based clustering method on the TCGA RNA sequencing data of a large adrenocortical carcinoma (ACC) cohort, we were able to classify these tumors in two distinct clusters largely overlapping with previously identified ones. As previously shown, the identified clusters also correlated with patient survival. Applying the visual clustering method to a second dataset also including benign adrenocortical samples additionally revealed that one of the ACC clusters is more closely located to the benign samples, providing a possible explanation for the better survival of this ACC cluster. Furthermore, the subsequent use of machine learning identified new possible biomarker genes with prognostic potential for this rare disease, that are significantly differentially expressed in the different survival clusters and should be further evaluated.
Abstract
Adrenocortical carcinoma (ACC) is a rare disease, associated with poor survival. Several “multiple-omics” studies characterizing ACC on a molecular level identified two different clusters correlating with patient survival (C1A and C1B). We here used the publicly available transcriptome data from the TCGA-ACC dataset (n = 79), applying machine learning (ML) methods to classify the ACC based on expression pattern in an unbiased manner. UMAP (uniform manifold approximation and projection)-based clustering resulted in two distinct groups, ACC-UMAP1 and ACC-UMAP2, that largely overlap with clusters C1B and C1A, respectively. However, subsequent use of random-forest-based learning revealed a set of new possible marker genes showing significant differential expression in the described clusters (e.g., SOAT1, EIF2A1). For validation purposes, we used a secondary dataset based on a previous study from our group, consisting of 4 normal adrenal glands and 52 benign and 7 malignant tumor samples. The results largely confirmed those obtained for the TCGA-ACC cohort. In addition, the ENSAT dataset showed a correlation between benign adrenocortical tumors and the good prognosis ACC cluster ACC-UMAP1/C1B. In conclusion, the use of ML approaches re-identified and redefined known prognostic ACC subgroups. On the other hand, the subsequent use of random-forest-based learning identified new possible prognostic marker genes for ACC.
Aims
The role of diastolic dysfunction (DD) in prognostic evaluation in heart failure (HF) patients with impaired systolic function remains unclear. We investigated the impact of echocardiography-defined DD on survival in HF patients with mid-range (HFmrEF, EF 41–49%) and reduced ejection fraction (HFrEF, EF < 40%).
Methods and results
A total of 2018 consecutive hospitalized HF patients were retrospectively included and divided in two groups based on baseline EF: HFmrEF group (n = 951, aged 69 ± 13 years, 74.2% male) and HFrEF group (n = 1067, aged 68 ± 13 years, 76.3% male). Clinical data were collected and analysed. All patients completed ≥1 year clinical follow-up. The primary endpoint was defined as all-cause death (including heart transplantation) and cardiovascular (CV)-related death. All-cause mortality (30.8% vs. 24.9%, P = 0.003) and CV mortality (19.1% vs. 13.5%, P = 0.001) were significantly higher in the HFrEF group than the HFmrEF group during follow-up [median 24 (13–36) months]. All-cause mortality increased in proportion to DD severity (mild, moderate, and severe) in either HFmrEF (17.1%, 25.4%, and 37.0%, P < 0.001) or HFrEF (18.9%, 30.3%, and 39.2%, P < 0.001) patients. The risk of all-cause mortality [hazard ratio (HR) = 1.347, P = 0.015] and CV mortality (HR = 1.508, P = 0.007) was significantly higher in HFrEF patients with severe DD compared with non-severe DD after adjustment for identified clinical and echocardiographic covariates. For HFmrEF patients, severe DD was independently associated with increased all-cause mortality (HR = 1.358, P = 0.046) but not with CV mortality (HR = 1.155, P = 0.469).
Conclusions
Echocardiography-defined severe DD is independently associated with increased all-cause mortality in patients with HFmrEF and HFrEF.
Despite TAVR emerging as the gold standard for a broad spectrum of patients, it is associated with serious complications. In this report we present a case, where a TAVR procedure led to a perforation at the aortomitral continuity, discuss the risk factors for the occurrence of perforations and how we decided to treat the patient.