Routine results of an algorithm for managing the production of blood components.

BACKGROUND AND OBJECTIVES: The variability in the number of donations together with a growing demand for platelet concentrates and plasma-derived medicines make us seek solutions aimed at optimizing the processing of blood. Some mathematical models to improve efficiencies in blood banking have been published. The goal of this work is to validate and evaluate an algorithm's impact in the production of blood components in the Blood and Tissues Bank of Aragon (BTBA). MATERIALS AND METHODS: A mathematical algorithm was designed, implemented and validated through simulations with real data. It was incorporated into the fractionation area, which uses the Reveos® fractionation system (Terumo BCT) to split blood into its components. After 9 months of daily routine validation, retrospective activity data from the Blood Bank and Transfusion Services before and during the use of the algorithm were compared. RESULTS: Using the algorithm, the outdating rate of platelet concentrates (PC) decreased by 87.8% in the blood bank. The average shelf life remaining of PC supplied to Transfusion Services increased by almost 1 day. As a consequence, the outdating rate in the Aragon Transfusion Network decreased by 33%. In addition, extra 100 litres of plasma were obtained in 9 months. CONCLUSIONS: The algorithm improves the blood establishment's workflow and facilitates the decision-making process in whole blood processing. It resulted in a decrease in PC outdating rate, increase in PC shelf life and finally an increase in the volume of recovered plasma, leading to significant cost savings.

Atención farmacéutica al paciente ingresado en una unidad multidisciplinar de paciente crónico complejo / Pharmaceutical care for the patients admitted to a multidisciplinary complex chronic patient unit

Objetivo: evaluar la contribución del farmacéutico mediante el análisis de la prescripción potencialmente inapropiada y la conciliación del tratamiento domiciliario en la unidad de pacientes crónicos complejos de un hospital terciario. Métodos: estudio observacional, prospectivo y multidisciplinar de los pacientes de la unidad de pacientes crónicos complejos de un hospital durante febrero de 2019 - junio de 2020. El equipo multidisciplinar del crónico complejo elaboró un checklist con una selección de fármacos no recomendados basado en los criterios STOPP/START, Beers y PRISCUS y fármacos susceptibles de desprescripción según los criterios LESS-CHRON. El farmacéutico aplicaba el checklist diariamente en los pacientes que ingresaban en la unidad, además de realizar la conciliación del tratamiento domiciliario revisando el tratamiento prescrito con el detallado en la receta electrónica domiciliaria. Por eso, se recogieron las siguientes variables: edad, sexo y número de fármacos al ingreso como variables independientes, y variables dependientes: número de fármacos al alta, tipo de prescripción potencialmente inapropiada, motivos de conciliación, fármacos implicados y grado de aceptación de la recomendación por parte del médico prescriptor para evaluar la contribución farmacéutica. El análisis estadístico se realizó con IBM® SPSS® Statistics22. Resultados : se revisaron 621 pacientes con una mediana de edad de 84 años (56,4% mujeres), y se intervino en 218 (35,1%). La mediana del número de fármacos fue de 11 (2-26) al ingreso y de 10 (0-25) al alta. Se realizaron 373 intervenciones: 235 por conciliación de la medicación (78,3% aceptadas), 71 por medicamentos no recomendados (57,7% aceptadas), 42 por desprescripción (61,9% aceptadas) y 25 por otros motivos. ... (AU)

Objective: To assess the pharmacist’s contributions by analysing potentially inappropriate prescription and home treatment reconciliation in the complex chronic patient unit of a tertiary hospital.MethodObservational, prospective, multidisciplinary study of patients in the complex chronic patient unit of a hospital during February 2019 - June 2020. Multidisciplinary team of the complex chronic developed a checklist with a selection of non-recommended drugs based on STOPP/START, Beers and PRISCUS criteria, and drugs susceptible to deprescription according to LESS-CHRON criteria. The pharmacist applied the checklist daily in patients admitted to the unit, in addition to reconciling home treatment by reviewing the prescribed treatment with that detailed in the electronic home prescription. Therefore, the following variables were collected: age, sex and number of drugs on admission as independent variables, and dependent variables: number of drugs at discharge, type of potentially inappropriate prescription, reasons for reconciliation, drugs involved and degree of acceptance of the recommendation by the prescribing physician to assess the pharmaceutical contribution. The statistical analysis was performed with IBM® SPSS® Statistics22.Results: We reviewed 621 patients with a median age of 84 years (56.4% women), and intervention was performed in 218 (35.1%). The median number of drugs was 11 (2-26) at admission and 10 (0-25) at discharge 373 interventions were performed: 235 for medication reconciliation (78.3% accepted), 71 for non-recommended drugs (57.7% accepted), 42 for deprescription (61.9% accepted) and 25 for other reasons. Statistically significant differences were observed between the number of drugs at discharge and at admission in both intervention patients (n = 218) and complex chronic patients (n = 114) (p < 0.001 in both cases). ...(AU)

Pharmaceutical care for the patients admitted to a multidisciplinary complex chronic patient unit. / [Artículo traducido] Atención farmacéutica al paciente ingresado en una unidad multidisciplinar de paciente crónico complejo.

OBJECTIVE: To assess the pharmacist's contributions by analysing potentially inappropriate prescription and home treatment reconciliation in the complex chronic patient unit of a tertiary hospital. METHOD: Observational, prospective, multidisciplinary study of patients in the complex chronic patient unit of a hospital during February 2019 - June 2020. Multidisciplinary team of the complex chronic developed a checklist with a selection of non-recommended drugs based on STOPP/START, Beers and PRISCUS criteria, and drugs susceptible to deprescription according to LESS-CHRON criteria. The pharmacist applied the checklist daily in patients admitted to the unit, in addition to reconciling home treatment by reviewing the prescribed treatment with that detailed in the electronic home prescription. Therefore, the following variables were collected: age, sex and number of drugs on admission as independent variables, and dependent variables: number of drugs at discharge, type of potentially inappropriate prescription, reasons for reconciliation, drugs involved and degree of acceptance of the recommendation by the prescribing physician to assess the pharmaceutical contribution. The statistical analysis was performed with IBM® SPSS® Statistics22. RESULTS: We reviewed 621 patients with a median age of 84 years (56.4% women), and intervention was performed in 218 (35.1%). The median number of drugs was 11 (2-26) at admission and 10 (0-25) at discharge 373 interventions were performed: 235 for medication reconciliation (78.3% accepted), 71 for non-recommended drugs (57.7% accepted), 42 for deprescription (61.9% accepted) and 25 for other reasons. Statistically significant differences were observed between the number of drugs at discharge and at admission in both intervention patients (n = 218) and complex chronic patients (n = 114) (p < 0.001 in both cases). Moreover, statistically significant differences were observed in the number of drugs at admission between patients included in the complex chronic programme and those not included (p = 0.001), and in the number of drugs at discharge (p = 0.006). CONCLUSIONS: The integration of the pharmacist in the multidisciplinary team of the complex chronic patient unit improves patient safety and quality of care. The selected criteria were useful for detecting inappropriate drugs in this population and favoured deprescription.

Pharmaceutical care for the patients admitted to a multidisciplinary complex chronic patient unit.

OBJECTIVE: To assess the pharmacist's contributions by analyzing potentially inappropriate prescription and home treatment reconciliation in the complex chronic patient unit of a tertiary hospital. METHOD: Observational, prospective, multidisciplinary study of patients in the complex chronic patient unit of a hospital during February 2019-June 2020. Multidisciplinary team of the complex chronic developed a checklist with a selection of non-recommended drugs based on STOPP/START, Beers and Priscus criteria, and drugs susceptible to deprescription according to LESS-CHRON criteria. The pharmacist applied the checklist daily in patients admitted to the unit, in addition to reconciling home treatment by reviewing the prescribed treatment with that detailed in the electronic home prescription. Therefore, the following variables were collected: age, sex and number of drugs on admission as independent variables, and dependent variables: number of drugs at discharge, type of potentially inappropriate prescription, reasons for reconciliation, drugs involved and degree of acceptance of the recommendation by the prescribing physician to assess the pharmaceutical contribution. The statistical analysis was performed with IBM® SPSS® Statistics22. RESULTS: We reviewed 621 patients with a median age of 84 years (56.4% women), and intervention was performed in 218 (35.1%). The median number of drugs was 11 (2-26) at admission and 10 (0-25) at discharge. 373 interventions were performed: 235 for medication reconciliation (78.3% accepted), 71 for non-recommended drugs (57.7% accepted), 42 for deprescription (61.9% accepted) and 25 for other reasons. Statistically significant differences were observed between the number of drugs at discharge and at admission in both intervention patients (n = 218) and complex chronic patients (n = 114) (p < 0.001 in both cases). Moreover, statistically significant differences were observed in the number of drugs at admission between patients included in the complex chronic programme and those not included (p = 0.001), and in the number of drugs at discharge (p = 0.006). CONCLUSIONS: The integration of the pharmacist in the multidisciplinary team of the complex chronic patient unit improves patient safety and quality of care. The selected criteria were useful for detecting inappropriate drugs in this population and favored deprescription.

Ozone modified hypothalamic signaling enhancing thermogenesis in the TDP-43A315T transgenic model of Amyotrophic Lateral Sclerosis.

Amyotrophic lateral sclerosis (ALS), a devastating progressive neurodegenerative disease, has no effective treatment. Recent evidence supports a strong metabolic component in ALS pathogenesis. Indeed, metabolic abnormalities in ALS correlate to disease susceptibility and progression, raising additional therapeutic targets against ALS. Ozone (O3), a natural bioactive molecule, has been shown to elicit beneficial effects to reduce metabolic disturbances and improved motor behavior in TDP-43A315T mice. However, it is fundamental to determine the mechanism through which O3 acts in ALS. To characterize the association between O3 exposure and disease-associated weight loss in ALS, we assessed the mRNA and protein expression profile of molecular pathways with a main role in the regulation of the metabolic homeostasis on the hypothalamus and the brown adipose tissue (BAT) at the disease end-stage, in TDP-43A315T mice compared to age-matched WT littermates. In addition, the impact of O3 exposure on the faecal bacterial community diversity, by Illumina sequencing, and on the neuromuscular junctions (NMJs), by confocal imaging, were analysed. Our findings suggest the effectiveness of O3 exposure to induce metabolic effects in the hypothalamus and BAT of TDP-43A315T mice and could be a new complementary non-pharmacological approach for ALS therapy.

Community-responsive scholar-activist research: conceptualizing capacity building and sustainability in a Northern California community-university partnership.

We critically examine the ongoing development of a collaborative, responsive, activist research process between academics and farmworkers. Drawing upon in-depth interviews with community-based researchers and scholar-activists, we assess our team's understanding of community capacity building and research sustainability as the conceptual and operational definitions of these concepts lack academic consensus. The definitions we present reflect a 12-year effort to respond to community needs through interdisciplinary research, planning, and action. Our community-university team's evolving understanding of community capacity building and research sustainability is contextualized by our community-driven, community-responsive, and collaborative process. We discuss strengths and limitations encountered when conducting community-responsive, scholar-activist research and conclude by offering the lessons learned.

Improvement of Blood Processing and Safety by Automation and Pathogen Reduction Technology.

INTRODUCTION: The objective of the present study was to describe the experience of the Blood and Tissues Bank of Aragon with the Reveos® Automated Blood Processing System and Mirasol® Pathogen Reduction Technology (PRT) System, comparing retrospectively routine quality data obtained in two different observation periods. METHODS: Comparing quality data encompassing 6,525 blood components from the period 2007-2012, when the semi-automated buffy coat method was used in routine, with 6,553 quality data from the period 2014-2019, when the Reveos system and subsequently the Mirasol system were implemented in routine. RESULTS: Moving from buffy coat to Reveos led to decreased discard rates of whole blood units (1.2 to 0.1%), increased hemoglobin content (48.1 ± 7.6 to 55.4 ± 6.6 g/unit), and hematocrit (58.9 ± 6.5% to 60.0 ± 4.9%) in red blood cell concentrates. Platelet concentrates (PCs) in both periods had similar yields (3.5 ×1011). Whereas in the earlier period, PCs resulted from pooling 5 buffy coats, in the second period 25% of PCs were prepared from 4 interim platelet units. The mean level of factor VIII in plasma was significantly higher with Reveos (92.8 vs. 97.3 IU). Mirasol PRT treatment of PCs reduced expiry rates to 1.2% in 2019. One septic transmission was reported with a non-PRT treated PCs, but none with PRT-treated PCs. CONCLUSION: Automation contributed to standardization, efficiency, and improvement of blood processing. Released resources enabled the effortless implementation of PRT. The combination of both technologies guaranteed the self-sufficiency and improvement of blood safety.

Evaluation of a Fully Automatic Measurement of Short-Term Variability of Repolarization on Intracardiac Electrograms in the Chronic Atrioventricular Block Dog.

Background: Short-term variability (STV) of repolarization of the monophasic action potential duration (MAPD) or activation recovery interval (ARI) on the intracardiac electrogram (EGM) increases abruptly prior to the occurrence of ventricular arrhythmias in the chronic AV-block (CAVB) dog model. Therefore, this parameter might be suitable for continuous monitoring of imminent arrhythmias using the EGM stored on an implanted device. However, 24/7 monitoring would require automatic STVARI measurement by the device. Objective: To evaluate a newly developed automatic measurement of STVARI for prediction of dofetilide-induced torsade de pointes (TdP) arrhythmias in the CAVB-dog. Methods: Two retrospective analyses were done on data from recently performed dog experiments. (1) In seven anesthetized CAVB-dogs, the new automatic STVARI method was compared with the gold standard STVMAPD at baseline and after dofetilide administration (0.025 mg/kg in 5 min). (2) The predictive value of the automatic method was compared to currently used STVARI methods, i.e., slope method and fiducial segment averaging (FSA) method, in 11 inducible (≥3 TdP arrhythmias) and 10 non-inducible CAVB-dogs. Results: (1) The automatic measurement of STVARI had good correlation with STVMAPD (r 2 = 0.89; p < 0.001). Bland-Altman analysis showed a small bias of 0.06 ms with limits of agreement between -0.63 and 0.76 ms. (2) STVARI of all three methods was significantly different between inducible and non-inducible dogs after dofetilide. The automatic method showed the highest predictive performance with an area under the ROC-curve of 0.93, compared to 0.85 and 0.87 of the slope and FSA methods, respectively. With a threshold of STV set at 1.69 ms, STVARI measured with the automatic method had a sensitivity of 0.91 and specificity of 0.90 in differentiating inducible from non-inducible subjects. Conclusion: We developed a fully-automatic method for measurement of STVARI on the intracardiac EGM that can accurately predict the occurrence of ventricular arrhythmias in the CAVB-dog. Future integration of this method into implantable devices could provide the opportunity for 24/7 monitoring of arrhythmic risk.

High-rate pacing guided by short-term variability of repolarization prevents imminent ventricular arrhythmias automatically by an implantable cardioverter-defibrillator in the chronic atrioventricular block dog model.

BACKGROUND: The anesthetized, complete chronic atrioventricular block (CAVB) dog model allows reproducible inducibility of torsades de pointes (TdP) arrhythmias due to ventricular remodeling and after a challenge with an IKr blocker. High-rate pacing (HRP) prevents ventricular arrhythmias but has long-term detrimental effects on cardiac function when applied continuously. Temporal dispersion of repolarization, quantified as short-term variability (STV), increases before ventricular arrhythmias and has been proposed as a marker to guide HRP. OBJECTIVE: The purpose of this proof-of-principle study was to show that automatically determined STV can guide HRP to prevent imminent ventricular arrhythmias. METHODS: Eight CAVB dogs were implanted with an implantable cardioverter-defibrillator (ICD) with software to automatically determine STV (STVICD) in real time. During HRP, STV was measured offline from right ventricular (RV) electrograms (EGMs) and left ventricular (LV) monophasic action potential durations (MAPDs) (STVRV,EGM/LV,MAPD). The CAVB dogs were challenged twice with dofetilide (0.025 mg/kg intravenously over 5 minutes or until the first TdP). In experiment 1, the individual STVICD threshold before the first arrhythmic event was determined and programmed into the ICD. In experiment 2, HRP with 100 bpm was initiated automatically once the STVICD threshold was reached. RESULTS: In experiment 1, 8 of 8 dogs had repetitive TdP, and STVICD increased from 0.96 ± 0.42 ms to 2.10 ± 1.26 ms (P <.05). In experiment 2, all dogs reached the STV threshold. HRP decreased STVRV,EGM/LV,MAPD from 2.02 ± 1.12 ms to 0.78 ± 0.28 ms, which was accompanied by prevention of TdP in 7 of 8 dogs. CONCLUSION: STV can guide HRP automatically by an ICD to prevent ventricular arrhythmias.

Comparación de los índices PROFUND y PALIAR en pacientes pluripatológicos con enfermedad crónica no oncológica en fase avanzada / Comparison between PROFUND and PALIAR indexes in polypathological patients with advanced non-oncologic chronic diseases

Fundamento y objetivo: Comparar la rentabilidad de los índices PALIAR y PROFUND para predecir la mortalidad en pacientes pluripatológicos con enfermedad crónica no oncológica en fase avanzada. Material y métodos: Estudio de cohortes, prospectivo y multicéntrico con pacientes pluripatológicos con enfermedades crónicas no oncológicas en fase avanzada ingresados en departamentos de medicina interna entre el 1 de julio y el 31 de diciembre de 2014. Se recogieron datos de edad, género, categorías de pluripatología, enfermedad avanzada, comorbilidad, valoración funcional y cognitiva, síntomas de enfermedad terminal, necesidad de cuidador, ingresos en los 3 y 12 meses previos, número de fármacos, y se calcularon los índices PROFUND y PALIAR. Tras un seguimiento durante 12 meses la mortalidad se valoró con las curvas de supervivencia de Kaplan-Meier y la rentabilidad de los índices con las curvas ROC. Resultados: Se incluyeron 213 pacientes con edad media 83 (7) años y 106 (49,8%) eran mujeres. La mortalidad a los 6 meses fue del 40,4% y a los 12 del 50,2%. Los pacientes fallecidos puntuaban más alto en los índices PROFUND [11,2(4,2) frente a 8,5(3,9); p<0,001] y PALIAR [6,7 (4,6) frente a 3,6 (3,1); p<0,001]. La capacidad discriminativa del índice PALIAR a los 6 meses (área bajo la curva 0,734; IC95% 0,665-0,803) fue superior a la del índice PROFUND y no hubo diferencias a los 12 meses. Conclusiones: En pacientes pluripatológicos con enfermedad crónica en fase avanzada el índice PALIAR tiene un rendimiento mayor que el índice PROFUND para predecir la mortalidad a los 6 meses y similar a los 12 meses

Background and objective: To compare the discrimination power of PROFUND and PALIAR indexes for predicting mortality in polypathological patients with advanced non-oncologic chronic disease. Material and methods: Prospective multicentre cohort study. We included polypathological patients with advanced non-oncologic chronic disease, who were admitted to internal medicine departments between July 1st and December 31th, 2014. Data was collected from each patient on age, sex, categories of polypathology, advanced disease, comorbidity, functional and cognitive assessment, terminal illness symptoms, need for caregiver, hospitalisation in the past three and 12 months and number of drugs. We calculated the PROFUND and PALIAR indexes and conducted a 12-month follow-up. We assessed mortality with the Kaplan-Meier survival curves and the discrimination of indexes with the ROC curves. Results: We included 213 patients with a mean (standard deviation) age of 83.0 (7.0) years, 106 (49.8%) of whom were female. Mortality at six months was 40.4% and at 12 months 50.2%. Deceased patients scored higher scores on the PROFUND [11.2(4.2) vs 8.5(3.9); P<.001] and PALIAR [6.7 (4.6) vs 3.6(3.1); p<0,001] indexes. The discrimination of PALIAR index at six months (under the curve area 0.734 95%CI 0.665-0.803) was higher than of PROFUND, and there was no difference at 12 months. Conclusions: In polypathological patients with advanced non-oncologic chronic disease, the PALIAR index had better discrimination power than PROFUND index at 66 months and there were no differences at 12 months

New particle formation from the reactions of ozone with indene and styrene.

This work reports the experimental study of the ozonolysis of indene in the presence of SO2 and the reaction conditions leading to the formation of secondary aerosols. The reactions have been carried out in a Teflon chamber filled with synthetic air mixtures at atmospheric pressure and room temperature. As in the case of styrene, SO2 plays a key role in the oxidation of the Criegee intermediates and enhances the formation of particulate matter. Thus, for the ozonolysis of indene, nucleation was observed for reacted indene concentrations above (4.5 ± 0.8) × 1011 molecule cm-3 in the absence of SO2 while new particle formation was observed for concentrations one order of magnitude lower, (3 ± 1) × 1010 molecule cm-3, in the presence of SO2. Within the detection limit of the system, SO2 concentrations remained constant during the experiments. The formation of secondary aerosols in the smog chamber was inhibited by H2O and so the potential formation of secondary aerosols under atmospheric conditions depends on the concentration of SO2 and relative humidity. Computational calculations have been performed for the ozonolysis of both indene and styrene in the presence of SO2 and water to identify the reaction channels and species responsible for new particle formation. The release of SO3 and its subsequent conversion into H2SO4 from the reaction of the Criegee intermediate H2COO in the ozonolysis of styrene makes this aromatic have a high potential of aerosol formation in the atmosphere. On the other hand, quantitative conversion of SO2 into SO3 does not occur following the ozonolysis of indene.

Secondary organic aerosol formation from styrene photolysis and photooxidation with hydroxyl radicals.

The formation of secondary organic aerosol (SOA) generated by irradiating styrene in the presence and/or absence of OH, NOx, H2O vapour and seed aerosol has been investigated for the first time. Experiments were conducted in a smog chamber at 298 K and atmospheric pressure. Styrene decay was measured by gas chromatography with a mass spectrometric detector (GC-MS), and the temporal evolution of the aerosol was monitored using a fast mobility particle sizer (FMPS). The SOA yield increases as the initial styrene concentration increases, leading to yields ranging from 1.8% to 3.5% for styrene photolysis, and from 2.4% to 5.0% for its photooxidation. In both cases, the organic aerosol formation can be expressed by a one-product gas/particle partitioning absorption model. The particle number concentration, mass and yield decrease in the presence of NOx and seed aerosol but increase at higher relative humidity (RH). The gas phase and SOA composition were analysed offline using a filter/denuder sampling system simultaneously collecting gas- and particle-phase products. Benzaldehyde was confirmed as the main gas-phase product of the reaction. However, although products in the particle phase were detected, they could not be identified. Moreover, the aqueous filter extracts were analysed using UV-Visible spectrophotometry to determine differences in the optical properties of SOA produced in the presence and absence of NOx. The results from this work may be used to discuss the implications of atmospheric SOA generation from styrene degradation.

Comparison between PROFUND and PALIAR indexes in polypathological patients with advanced non-oncologic chronic diseases. / Comparación de los índices PROFUND y PALIAR en pacientes pluripatológicos con enfermedad crónica no oncológica en fase avanzada.

BACKGROUND AND OBJECTIVE: To compare the discrimination power of PROFUND and PALIAR indexes for predicting mortality in polypathological patients with advanced non-oncologic chronic disease. MATERIAL AND METHODS: Prospective multicentre cohort study. We included polypathological patients with advanced non-oncologic chronic disease, who were admitted to internal medicine departments between July 1st and December 31th, 2014. Data was collected from each patient on age, sex, categories of polypathology, advanced disease, comorbidity, functional and cognitive assessment, terminal illness symptoms, need for caregiver, hospitalisation in the past three and 12 months and number of drugs. We calculated the PROFUND and PALIAR indexes and conducted a 12-month follow-up. We assessed mortality with the Kaplan-Meier survival curves and the discrimination of indexes with the ROC curves. RESULTS: We included 213 patients with a mean (standard deviation) age of 83.0 (7.0) years, 106 (49.8%) of whom were female. Mortality at six months was 40.4% and at 12 months 50.2%. Deceased patients scored higher scores on the PROFUND [11.2(4.2) vs 8.5(3.9); P<.001] and PALIAR [6.7 (4.6) vs 3.6(3.1); p<0,001] indexes. The discrimination of PALIAR index at six months (under the curve area 0.734 95%CI 0.665-0.803) was higher than of PROFUND, and there was no difference at 12 months. CONCLUSIONS: In polypathological patients with advanced non-oncologic chronic disease, the PALIAR index had better discrimination power than PROFUND index at 66 months and there were no differences at 12 months.

Predicting electrical storms by remote monitoring of implantable cardioverter-defibrillator patients using machine learning.

AIMS: Electrical storm (ES) is a serious arrhythmic syndrome that is characterized by recurrent episodes of ventricular arrhythmias. Electrical storm is associated with increased mortality and morbidity despite the use of implantable cardioverter-defibrillators (ICDs). Predicting ES could be essential; however, models for predicting this event have never been developed. The goal of this study was to construct and validate machine learning models to predict ES based on daily ICD remote monitoring summaries. METHODS AND RESULTS: Daily ICD summaries from 19 935 patients were used to construct and evaluate two models [logistic regression (LR) and random forest (RF)] for predicting the short-term risk of ES. The models were evaluated on the parts of the data not used for model development. Random forest performed significantly better than LR (P < 0.01), achieving a test accuracy of 0.96 and an area under the curve (AUC) of 0.80 (vs. an accuracy of 0.96 and an AUC of 0.75). The percentage of ventricular pacing and the daytime activity were the most relevant variables in the RF model. CONCLUSION: The use of large-scale machine learning showed that daily summaries of ICD measurements in the absence of clinical information can predict the short-term risk of ES.

Tailoring device settings in cardiac resynchronization therapy using electrograms from pacing electrodes.

Aims: Left ventricular (LV) fusion pacing appears to be at least as beneficial as biventricular pacing in cardiac resynchronization therapy (CRT). Optimal LV fusion pacing critically requires adjusting the atrioventricular (AV)-delay to the delay between atrial pacing and intrinsic right ventricular (RV) activation (Ap-RV). We explored the use of electrogram (EGM)-based vectorloop (EGMV) derived from EGMs of implanted pacing leads to achieve optimal LV fusion pacing and to compare it with conventional approaches. Methods and results: During CRT-device implantation, 28 patients were prospectively studied. During atrial-LV pacing (Ap-LVp) at various AV-delays, LV dP/dtmax, 12-lead electrocardiogram (ECG), and unipolar EGMs were recorded. Electrocardiogram and electrogram were used to reconstruct a vectorcardiogram (VCG) and EGMV, respectively, from which the maximum QRS amplitude (QRSampl), was extracted. Ap-RV was determined: (i) conventionally as the longest AV-delay at which QRS morphology was visually unaltered during RV pacing at increasing AV-delays(Ap-RVvis; reference-method); (ii) 70% of delay between atrial pacing and RV sensing (Ap-RVaCRT); and (iii) the delay between atrial pacing and onset of QRS (Ap-QRSonset). In both the EGMV and VCG, the longest AV-delay showing an unaltered QRSampl as compared with Ap-LVp with a short AV-delay, corresponded to Ap-RVvis. In contrast, Ap-QRSonset and Ap-RVaCRT were larger. The Ap-LVp induced increase in LV dP/dtmax was larger at Ap-RVvis, Ap-RVEGMV, and Ap-RVVCG than at Ap-QRSonset (all P < 0.05) and Ap-RVaCRT (P = 0.02, P = 0.13, and P = 0.03, respectively). Conclusion: In this acute study, it is shown that the EGMV QRSampl can be used to determine optimal and individual CRT-device settings for LV fusion pacing, possibly improving long-term CRT response.

Cardiac resynchronization therapy when no lateral pacing option exists: vectorcardiographic guided non-lateral left ventricular lead placement predicts acute hemodynamic response.

Aims: A difficult cardiac resynchronization therapy (CRT) implantation scenario emerges when no lateral pacing option exists. The aim of this study was to explore the effect of biventricular pacing (BIVP) on vectorcardiographic parameters in patients with a non-lateral left ventricular (LV) lead position. We hypothesized that perimeter and area reduction for both the QRS complex and T-wave would predict acute CRT response. Methods and results: Twenty-six patients (14 ischaemic) with a mean age of 63 ± 10 years and standard CRT indication underwent device implantation with continuous LV pressure registration. The LV lead was placed in either an anterior or apical position. Biventricular pacing was performed at a rate 10% above intrinsic rhythm with acute CRT response defined as LV ΔdP/dtmax >10%. Using this criterion 12 patients were identified as acute CRT responders (responders: 16.7 ± 4.8% vs. non-responders: 1.9 ± 5.3%, P < 0.001). Vectorcardiographic assessment of the QRS complex and T-wave were performed at baseline and under BIVP. Based on the observed changes in three-dimensional area and perimeter, ΔQRS-area (responders: -46.7 ± 39.6% vs. non-responders: 1.1 ± 50.9%, P = 0.006) was considered as the preferred parameter. Receiver operating characteristic curve analysis identified -40% as the optimal cut-off value (sensitivity 67% and specificity 93%) for prediction of acute CRT response (AUC = 0.81, P < 0.01). A significant correlation was observed between LV ΔdP/dtmax and ΔQRS-area (R2 = 0.37, P = 0.001). Conclusion: ΔQRS-area is correlated to LV ΔdP/dtmax and predicts acute CRT response in patients with a non-lateral LV lead position. Assessment of ΔQRS-area might be a useful tool for patient specific LV lead placement when no lateral pacing option exists.

Photolysis study of fluorinated ketones under natural sunlight conditions.

UV-visible absorption cross-sections are reported for CF3C(O)CH3, CF3C(O)CH2CH3, and CH3CH2C(O)CH(CH3)2. The photolysis rate constants of CF3C(O)CH3, CF3C(O)CH2CH3, and CF3CF2C(O)CF(CF3)2 were measured from smog-chamber experiments carried out in a 400 L Teflon-bag reactor under sunlight irradiation. Actinic radiation profiles from the "Tropospheric Ultraviolet and Visible Radiation Model" were used to obtain quantum efficiencies of photolysis: 0.34 ± 0.08, 0.24 ± 0.06, and (4.4 ± 0.6) × 10(-2) for CF3C(O)CH3, CF3C(O)CH2CH3, and CF3CF2C(O)CF(CF3)2, respectively. These values correspond to wavelength ranges of 295-345 nm (for CF3C(O)CH3 and CF3C(O)CH2CH3) and 295-360 nm (for CF3CF2C(O)CF(CF3)2). The photolysis rate constants change significantly with the seasons, with the yearly averages being (2.3 ± 0.7) × 10(-6), (1.8 ± 0.6) × 10(-6), and (2.1 ± 0.8) × 10(-6) s(-1) for CF3C(O)CH3, CF3C(O)CH2CH3, and CF3CF2C(O)CF(CF3)2, respectively. Photolysis processes are fast and responsible for the short gas-phase lifetimes of the studied ketones, which are 5.1 ± 2.2, 6.5 ± 2.5 and 5.5 ± 1.5 days. The radiative forcing efficiencies are provided to assess the contribution of emissions of these gases to climate change. As a result of the short atmospheric lifetimes, their global warming potentials are negligible. Theoretical calculations involving ground and excited states justify the higher photolysis quantum efficiencies of CF3C(O)CH3 and CF3C(O)CH2CH3 compared to CF3CF2C(O)CF(CF3)2, which shows increased photolysis rate constants in the absence of O2.

Atmospheric chemistry and environmental assessment of inhalational fluroxene.

Smog chamber/gas chromatography techniques are used to investigate the atmospheric degradation of fluroxene, an anesthetic, through oxidation with OH and Cl radicals at 298 K and under atmospheric pressure of N2 or air. The measured rate constants (k) are: k(fluroxene+OH(.) )=(2.96±0.61)×10(-11) and k(fluroxene+Cl(.) )=(1.62±0.19)×10(-10) cm(3) molecule(-1) s(-1) . The only product detected after the oxidation of fluroxene with OH radicals is 2,2,2-trifluoroethyl formate (79 % and 83 % molar yield in the absence and presence of NOx, respectively). However, after oxidation with Cl radicals, the detected products are 2,2,2-trifluoroethyl formate (78 %), 2,2,2-trifluoroethyl-1-chloroacetate (5 %), and chloroacetaldehyde (4 %), in the absence of NOx, and 2,2,2-trifluoroethyl formate (93 %), 2,2,2-trifluoroethyl-1-chloroacetate (6 %), and chloroacetaldehyde (5 %), in the presence of NOx. The results indicate that, both in the absence and presence of NOx, the main fate of fluroxene is the addition of the oxidant to the double bond and, once the alkoxy radical is formed, the main decomposition pathway is by means of degradation. Moreover, it is expected that 2,2,2-trifluoroethyl formate is the only oxidation product able to actively contribute to climate change. To successfully assess the contribution of fluroxene to global warming, we measure the infrared spectra of fluroxene and 2,2,2-trifluoroethyl formate, and calculate the radiative efficiencies (REs) to be 0.27 and 0.28 W m(-2) ppbv(-1) , respectively. In addition, the cumulative effect owing to the formation of 2,2,2-trifluoroethyl formate is investigated, and the direct, indirect, and net global-warming potentials are calculated by using the REs and lifetimes of fluroxene and 2,2,2-trifluoroethyl formate.

Partitioning, sources and variability of regional and local oxidant (OX = O3 + NO 2) in a coastal rural area in the southwest of Iberian Peninsula.

The purpose of this work is to investigate the behaviour and variability of oxidant levels (OX = NO2 + O3), for the first time, in a rural coastal area in the southwest of the Iberian Peninsula, affected by several air masses types. Detailed database (built-up over the years 2008 to 2011, and containing around 500,000 data) from the Atmospheric Sounding Station "El Arenosillo" was used. The observed daily cycles of NO x and OX were influenced by air masses coming from industrial and urban area. It can be seen that the concentration of OX is made up of a NO x -independent 'regional' contribution (i.e. the O3 background), and a linearly NO x -dependent 'local' contribution from primary emissions, such as traffic. The local emission is very low in this area. Also, the regional contribution is similar to unpolluted sites and presents seasonal variation, being higher in May. However, our measurements showed that the proportion of OX in the form of NO2 increases with the increase in NO x concentration during the day. The higher proportion of NO2 observed at night must be due to the conversion of NO to NO2 by the NO + O3 reaction. With regards to the source of the local NO x -dependent contribution, it may be attributed to industrial emission, or the termolecular reaction 2NO + O2 = 2NO2, at high-NO x levels and stagnant air during several days. Finally, we estimated the photolysis rate of NO2, J NO2, an important key atmospheric reaction coupled with ozone. We also present surface plots of annual variation of the daily mean NO x and OX levels, which indicate that oxidants come from transport processes instead of local emissions associated as local photochemistry.