VC dimensions of group convolutional neural networks.

We study the generalization capacity of group convolutional neural networks. We identify precise estimates for the VC dimensions of simple sets of group convolutional neural networks. In particular, we find that for infinite groups and appropriately chosen convolutional kernels, already two-parameter families of convolutional neural networks have an infinite VC dimension, despite being invariant to the action of an infinite group.

Effect of Commercial Yeast Starter Cultures on Cabernet Sauvignon Wine Aroma Compounds and Microbiota.

Commercial Saccharomyces cerevisiae plays an important role in the traditional winemaking industry. In this study, the correlation of microbial community and aroma compound in the process of alcohol fermentation of Cabernet Sauvignon by four different commercial starters was investigated. The results showed that there was no significant difference in the fermentation parameters of the four starters, but there were differences in microbial diversity among the different starters. The wine samples fermented by CEC01 had higher microbial abundance. GC-MS detected a total of 58 aromatic compounds from the fermentation process by the experimental yeasts. There were 25 compounds in the F6d variant, which was higher than in other samples. The PCA score plot showed that 796 and F15 yeast-fermented wines had similar aromatic characteristic compositions. According to partial least squares (PLS, VIP > 1.0) analysis and Spearman's correlation analysis, 11, 8, 8 and 10 microbial genera were identified as core microorganisms in the fermentation of 796, CEC01, CECA and F15 starter, respectively. Among them, Leuconostoc, Lactobacillus, Sphingomonas and Pseudomonas played an important role in the formation of aroma compounds such as Ethyl caprylate, Ethyl caprate and Ethyl-9-decenoate. These results can help us to have a better understanding of the effects of microorganisms on wine aroma and provide a theoretical basis for improving the flavor quality of Cabernet Sauvignon wine.

Early hemodynamic changes after transcatheter aortic valve implantation in patients with severe aortic stenosis measured by invasive pressure volume loop analysis.

Replacement of a stenotic aortic valve reduces immediately the ventricular to aortic gradient and is expected to improve diastolic and systolic left ventricular function over the long term. However, the hemodynamic changes immediately after valve implantation are so far poorly understood. Within this pilot study, we performed an invasive pressure volume loop analysis to describe the early hemodynamic changes after transcatheter aortic valve implantation (TAVI) with self-expandable prostheses. Invasive left ventricular pressure volume loop analysis was performed in 8 patients with aortic stenosis (mean 81.3 years) prior and immediately after transfemoral TAVI with a self-expandable valve system (St. Jude Medical Portico Valve). Parameters for global hemodynamics, afterload, contractility and the interaction of the cardiovascular system were analyzed. Left ventricular ejection fraction, (53.9% vs. 44.8%, p = 0.018), preload recruitable stroke work (68.5 vs. 44.8 mmHg, p = 0.012) and end-systolic elastance (3.55 vs. 2.17, p = 0.036) both marker for myocardial contractility declined significantly compared to baseline. As sign of impaired diastolic function, TAU, a preload-independent measure of isovolumic relaxation (37.3 vs. 41.8 ms, p = 0.018) and end-diastolic pressure (13.1 vs. 16.4 mmHg, p = 0.015) raised after valve implantation. Contrarily, a smaller ratio of end-systolic to arterial elastance (ventricular-arterial coupling) indicates an improvement of global cardiovascular energy efficiency (1.40 vs. 0.97 p = 0.036). Arterial elastance had a strong correlation with the number of conducted rapid ventricular pacings (Pearson correlation coefficient, r = 0.772, p = 0.025). Invasive left ventricular pressure volume loop analysis revealed impaired systolic and diastolic function in the early phase after TAVI with self-expandable valve for the treatment of severe aortic stenosis. Contrarily, we found indications for early improvement of global cardiovascular energy efficiency.

Inoculation of grape musts with single strains of Saccharomyces cerevisiae yeast reduces the diversity of chemical profiles of wines.

Anecdotal evidence suggests that spontaneous alcoholic fermentation of grape juice is becoming a more popular option in global wine production. Wines produced from the same grape juice by inoculation or spontaneous fermentation usually present distinct chemical and sensorial profiles. Inoculation has been associated with more similar end-products, a loss of typicity, and lower aroma complexity, and it has been suggested that this may be linked to suppression of the local or regional wine microbial ecosystems responsible for spontaneous fermentations. However, whether inoculated fermentations of different juices from different regions really end up with a narrower, less diverse chemical profile than those of spontaneously fermented juices has never been properly investigated. To address this question, we used grape juice from three different varieties, Grüner Veltliner (white), Zweigelt (red), and Pinot noir (red), originating from different regions in Austria to compare spontaneous and single active dry yeast strains inoculated fermentations of the same grape samples. The chemical analysis covered primary metabolites such as glycerol, ethanol and organic acids, and volatile secondary metabolites, including more than 40 major and minor esters, as well as higher alcohols and volatile fatty acids, allowing an in depth statistical evaluation of differences between fermentation strategies. The fungal (mainly yeast) communities throughout fermentations were monitored using automated ribosomal intergenic spacer analysis. The data provide evidence that inoculation with single active dry yeast strains limits the diversity of the chemical fingerprints. The fungal community profiles clearly show that inoculation had an effect on fermentation dynamics and resulted in chemically less diverse wines.

[Simplified active motion protocol following Extensor indicis to Extensor pollicis longus tendon transfer using a side-to-side suture]. / Vereinfachte aktive Nachbehandlung nach Extensor-indicis auf Extensor-pollicis-longus-Sehnentransfer mit Seit-zu-Seit-Naht.

BACKGROUND: Ruptures of the Extensor pollicis longus tendon are commonly treated by Extensor indicis transfer using Pulvertaft suture technique. Current literature does not yet give evidence for a preferable post-operative therapy protocol. A side-to-side suture technique is significantly stronger than the Pulvertaft repair technique and therefore allows an immediate active postoperative treatment. We present a new postoperative protocol, which is simple, fast and safe, and should make treatment easier for patients and therapists. PATIENTS AND METHODS: We treated 10 patients with a transfer of the extensor indicis tendon between 07/2016 and 08/2017 according to the new active protocol. Patients were seen for follow-up at 2, 4 and 8 weeks. Thumb range of motion, pinch and grip strength as well as subjective parameters like pain and general satisfaction were measured. RESULTS: All patients regained full function of their thumbs with retropulsion over the level of the palm at 4 weeks. Median pinch strength was 89 % and grip strength 74 % of the contralateral side at week 4. There was no secondary rupture of the reconstructed tendon over a one-year period. All patients were satisfied with the result of the operation and the protocol. CONCLUSION: Our new active postoperative protocol for extensor indicis transfer using a side-to-side suture has proven to be safe and less strenuous for patients and therapists and has been established as standard treatment in our clinic.

Aromatypicity of Austrian Pinot Blanc Wines.

Pinot blanc is a grape variety found in all wine-growing regions of Austria. However, there are only few scientific studies which deal with the aroma of wines of this variety. In the course of this project, the relationship between aroma profile and the typicity of Austrian Pinot blanc wines was studied. The aim was to describe the typicity and to find significant differences in aroma profiles and aroma descriptors of typical and atypical Pinot blanc wines. Since the typicity of a jointly anchored prototype is embedded in the memory, typical attributes for Austrian Pinot blanc wines were first identified by consumers and experts or producers. According to this, 131 flawless commercial Austrian wines of the variety Pinot blanc of the vintages 2015 to 2017 were analysed for more than 100 volatile substances. The wines of the vintages 2015 to 2017 were judged by a panel of producers and experts for their typicity; furthermore, the wines of the vintage 2017 were also evaluated by a consumer panel and a trained descriptive panel. Subsequently, typical and atypical wines were described by the trained descriptive panel. It was found that Pinot blanc wines typical of Austria showed significantly higher concentrations of the ester compounds ethyl hexanoate, ethyl butanoate, ethyl octanoate, ethyl decanoate, methyl hexanoate, hexyl acetate and isoamyl acetate, while atypical wines had higher concentrations of free monoterpenes such as linalool, trans-linalool oxide, nerol oxide, nerol and alpha-terpineol. The sensory description of typical Pinot blanc wines was significantly more pronounced for the attribute "yellow pome fruit", and tended to be more pronounced for the attributes "green pome fruit", "pear", "walnut", "pineapple", "banana" and "vanilla", while the atypical Pinot blanc wines were described more by the attribute "citrus". These findings could help to ensure that, through targeted measures, Austrian Pinot blanc wines become even more typical and distinguish themselves from other origins such as Germany or South Tyrol through a clear concept of typicity.

Aortic valve replacement in patients with preexisting liver disease: Transfemoral approach with favorable survival.

INTRODUCTION: The treatment of aortic stenosis has been revolutionized by transcatheter aortic valve replacement (TAVR), but the experience in patients with liver disease is limited. To address this open question, we report the outcome of patients with liver disease undergoing surgical aortic valve replacement (SAVR), transapical (TA), and transfemoral (TF) TAVR. METHODS AND RESULTS: Between January 2004 and August 2016, 4,394 patients received aortic valve replacement at our institution. We identified 85 patients (mean follow-up 504 ± 733 days, age 73.4 ± 9.2 years, 44.7% female) with preexisting liver disease (median model of end-stage liver disease score 11, MELD-Na), who underwent TF-TAVR (n = 30), TA-TAVR (n = 13), or SAVR (n = 42). Baseline Society of Thoracic Surgeons Predicted Risk of Mortality (STS-PROM) and of Mortality and Morbidity (STS-PROMM) were the lowest in SAVR patients (related to TF- and TA-TAVR, both p < 0.01). Operative mortality (18.8%) was high, but no procedure showed superior short-term outcome. Need for renal replacement therapy (31.5% vs. 10.3%, p = 0.046) and reoperation occurred more frequently after SAVR than after TF-TAVR (26.6% vs. 6.7%, p = 0.021). Moreover, TF-TAVR patients had superior long-term survival compared to SAVR (log-rank test p = 0.048 and Cox regression adjusted for MELD and STS-PROM, p = 0.01, HR 0.25, CI95 0.09-0.71). Baseline MELD-Na (p = 0.013) and STS PROMM (p = 0.01) were predictors for operative mortality (ROC-analysis). CONCLUSIONS: Our results indicate increased perioperative risks for patients with liver disease undergoing AVR, but favorable long-term survival after TF-TAVR compared to SAVR. For baseline risk, stratification in patients with liver disease undergoing AVR, MELD-Na and STS-PROMM are valuable predictors.

Extensive aortic surgery in acute aortic dissection type A on outcome - insights from 25 years single center experience.

BACKGROUND: This single center study compares the different surgical techniques used in the treatment of acute aortic dissection type A (AADA) analyzing the influence of the extent of the surgical approach on outcome. METHODS: From 1988 to 2012, 407 patients were operated for AADA. The cohort was divided into subgroups according to the surgical approach. These groups were compared with the supracommissural replacement group (SCR; n = 141). Groups included aortic valve sparing techniques (AVS; n = 29), Composite replacement (COMP; n = 119), COMP with total arch replacement (COMP+TAR; n = 27) and SCR with TAR (n = 75). RESULTS: Compared to SCR alone, operation (p = 0.005), bypass-, cross-clamp and circulatory arrest times were longer in SCR + TAR (all p < 0.001). Moreover, operation, bypass and cross clamp times were longer in COMP+TAR (p = 0.003, p = 0.002 and p < 0.001 respectively). COMP alone and AVS required longer cross-clamp time, too (p < 0,001 and p = 0.002, respectively). Overall 30-day mortality was 21% with the observed lowest rate after AVS (14%, SCR 18%, COMP 25%) but differences in 30-day mortality were not statistically significant. The estimated 10-year survival was 42%, especially AVS demonstrated a good 10-year survival (69%). David technique was superior to Yacoub technique concerning incidence of redo interventions (p = 0.036). Risk factors for early mortality included age, circulatory arrest, general malperfusion, bypass and operation time. Circulatory arrest per se was revealed as risk factor for long-term survival. CONCLUSIONS: Within our single center retrospective study concomitant aortic root repair or aortic arch replacement for AADA demonstrated acceptable early and long-term survival. Circulatory arrest, long bypass and operation times per se might be important risk factors for early mortality. AVS techniques can be performed safely and have good outcomes in acute aortic dissection repair.

A Direct Comparison of Self-Expandable Portico Versus Balloon-Expandable Sapien 3 Devices for Transcatheter Aortic Valve Replacement: A Case-Matched Cohort Study.

OBJECTIVES: Pairwise comparisons of clinical and hemodynamic outcomes with new transcatheter aortic valve replacement (TAVR) prostheses are needed to help interventionists select the most appropriate device. The self-expandable Portico valve (Abbott Vascular) was compared with the balloon-expandable Sapien 3 valve (Edwards Lifesciences) at a high-volume center in a real-world setting. METHODS: All patients undergoing TAVR with a new-generation device from March 2015 to September 2017 at a single center were included. Baseline, peri-interventional, and prospective 30-day follow-up data were obtained. A nearest-neighbor propensity-score matching procedure (2:1) was used, based on age, STS score, EuroScore II, New York Heart Association (NYHA) status, and sex. Primary endpoint was 30-day all-cause mortality. Secondary endpoints included procedural results, complications according to Valve Academic Research Consortium (VARC)-2 criteria, and echocardiographic findings. RESULTS: A total of 177 out of 273 patients were matched (104 Portico valves and 73 Sapien 3 valves). Procedural success rates were 99.0% vs 98.6%, respectively; P=NS). Contrast dye use (160 mL for Portico vs 120 mL for Sapien 3; P<.001) and fluoroscopy time (19.0 min for Portico vs 15.5 min for Sapien 3; P=.048) were significantly lower with the Sapien 3 device. Thirty-day mortality rate was 5.8% for the Portico group vs 4.1% for the Sapien 3 group (P=.74). Complication rates were similar between Portico and Sapien 3 groups: stroke (2.9% vs 4.1%, respectively; P=.31), major bleeding (3.8% vs 5.5%, respectively; P=.51), major vascular complications (5.8% vs 5.5%, respectively; P=.99), and pacemaker implantation (21.9% vs 17.5%, respectively; P=.55). A more-than-mild paravalvular leak was observed in 8.2% vs 4.5%, respectively (P=NS). CONCLUSIONS: Short-term clinical and hemodynamic outcomes were similar with Portico and Sapien 3 prostheses; no statistically significant differences were observed in mortality and major complication rates. An individually tailored prosthesis choice is suggested.

Comparison of Imaging Softwares for Upper Airway Evaluation: Preliminary Study.

The interest about upper airway evaluation has increased lately. Therefore, many softwares have been developed aiming to improve and facilitate the analysis of airway volume. The objective of this study was to compare two different softwares packages, Mimics and Dolphin, in their accuracy and precision in upper airway space measurements. Preoperative cone beam computed tomography scans of nine nonsyndromic patients submitted to surgically assisted rapid maxillary expansion were included in this study. The imaging exams were converted to DICOM (digital imaging and communications in medicine) files and imported to the softwares. The mean volume for the Dolphin group (G1) was 10.791 cm 3 (SD = 4.269 cm 3 ) and for the Mimics group (G2) was 10.553 cm 3 (SD = 4.564 cm 3 ). There was no statistically significant difference between the two groups ( p = 0.105).

Loss of Endothelial Barrier in Marfan Mice (mgR/mgR) Results in Severe Inflammation after Adenoviral Gene Therapy.

OBJECTIVES: Marfan syndrome is an autosomal dominant inherited disorder of connective tissue. The vascular complications of Marfan syndrome have the biggest impact on life expectancy. The aorta of Marfan patients reveals degradation of elastin layers caused by increased proteolytic activity of matrix metalloproteinases (MMPs). In this study we performed adenoviral gene transfer of human tissue inhibitor of matrix metalloproteinases-1 (hTIMP-1) in aortic grafts of fibrillin-1 deficient Marfan mice (mgR/mgR) in order to reduce elastolysis. METHODS: We performed heterotopic infrarenal transplantation of the thoracic aorta in female mice (n = 7 per group). Before implantation, mgR/mgR and wild-type aortas (WT, C57BL/6) were transduced ex vivo with an adenoviral vector coding for human TIMP-1 (Ad.hTIMP-1) or ß-galactosidase (Ad.ß-Gal). As control mgR/mgR and wild-type aortas received no gene therapy. Thirty days after surgery, overexpression of the transgene was assessed by immunohistochemistry (IHC) and collagen in situ zymography. Histologic staining was performed to investigate inflammation, the neointimal index (NI), and elastin breaks. Endothelial barrier function of native not virus-exposed aortas was evaluated by perfusion of fluorescent albumin and examinations of virus-exposed tissue were performed by transmission electron microscopy (TEM). RESULTS: IHC and ISZ revealed sufficient expression of the transgene. Severe cellular inflammation and intima hyperplasia were seen only in adenovirus treated mgR/mgR aortas (Ad.ß-Gal, Ad.hTIMP-1 NI: 0.23; 0.43), but not in native and Ad.hTIMP-1 treated WT (NI: 0.01; 0.00). Compared to native mgR/mgR and Ad.hTIMP-1 treated WT aorta, the NI is highly significant greater in Ad.hTIMP-1 transduced mgR/mgR aorta (p = 0.001; p = 0.001). As expected, untreated Marfan grafts showed significant more elastolysis compared to WT (p = 0.001). However, elastolysis in Marfan aortas was not reduced by adenoviral overexpression of hTIMP-1 (compared to untreated Marfan aorta: Ad.hTIMP-1 p = 0.902; control Ad.ß-Gal. p = 0.165). The virus-untreated and not transplanted mgR/mgR aorta revealed a significant increase of albumin diffusion through the endothelial barrier (p = 0.037). TEM analysis of adenovirus-exposed mgR/mgR aortas displayed disruption of the basement membrane and basolateral space. CONCLUSIONS: Murine Marfan aortic grafts developed severe inflammation after adenoviral contact. We demonstrated that fibrillin-1 deficiency is associated with relevant dysfunction of the endothelial barrier that enables adenovirus to induce vessel-harming inflammation. Endothelial dysfunction may play a pivotal role in the development of the vascular phenotype of Marfan syndrome.

The use of autologous platelet gel (APG) for high-risk patients in cardiac surgery -- is it beneficial?

BACKGROUND: Wound healing in cardiac surgery has become a major problem due to the impaired risk profile of many patients. The aim of this study was to prove the influence of autologous platelet gel (APG) on wound healing in a special group of high-risk patients undergoing coronary surgery. PATIENTS AND METHODS: We performed a prospective, double-blind study in 44 patients with a special risk constellation relating to wound complications (obesity, diabetes, smoker, New York Heart Association (NYHA) III-IV and peripheral vascular disease). The study group was treated with APG, prepared using the Magellan platelet separator, the control group underwent conventional wound treatment. RESULTS: The incidence of major and minor wound complications at the thoracotomy, as well as in the area of saphenous vein harvesting, was not pronounced in either of the groups. Blood loss and pain sensations did not differ significantly either. Stay in the intensive care unit (ICU) and the in-hospital mortality were also comparable. The duration of the entire operation and the time until removing the chest-tubes were prolonged in the study group. CONCLUSION: Despite promising results in other fields of surgery, APG shows no beneficial effect in high-risk patients undergoing cardiac surgery. Probably, it depends on different types of microcirculation in atherosclerotic patients, which are quite different from those of other surgical areas. This factor may offset the existing beneficial platelet effects which could be observed, for example, in maxillo-facial surgery.