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1.
J Environ Sci (China) ; 147: 189-199, 2025 Jan.
Article in English | MEDLINE | ID: mdl-39003039

ABSTRACT

China's lowland rural rivers are facing severe eutrophication problems due to excessive phosphorus (P) from anthropogenic activities. However, quantifying P dynamics in a lowland rural river is challenging due to its complex interaction with surrounding areas. A P dynamic model (River-P) was specifically designed for lowland rural rivers to address this challenge. This model was coupled with the Environmental Fluid Dynamics Code (EFDC) and the Phosphorus Dynamic Model for lowland Polder systems (PDP) to characterize P dynamics under the impact of dredging in a lowland rural river. Based on a two-year (2020-2021) dataset from a representative lowland rural river in the Lake Taihu Basin, China, the coupled model was calibrated and achieved a model performance (R2>0.59, RMSE<0.04 mg/L) for total P (TP) concentrations. Our research in the study river revealed that (1) the time scale for the effectiveness of sediment dredging for P control was ∼300 days, with an increase in P retention capacity by 74.8 kg/year and a decrease in TP concentrations of 23% after dredging. (2) Dredging significantly reduced P release from sediment by 98%, while increased P resuspension and settling capacities by 16% and 46%, respectively. (3) The sediment-water interface (SWI) plays a critical role in P transfer within the river, as resuspension accounts for 16% of TP imports, and settling accounts for 47% of TP exports. Given the large P retention capacity of lowland rural rivers, drainage ditches and ponds with macrophytes are promising approaches to enhance P retention capacity. Our study provides valuable insights for local environmental departments, allowing a comprehensive understanding of P dynamics in lowland rural rivers. This enable the evaluation of the efficacy of sediment dredging in P control and the implementation of corresponding P control measures.


Subject(s)
Environmental Monitoring , Geologic Sediments , Phosphorus , Rivers , Water Pollutants, Chemical , Phosphorus/analysis , Rivers/chemistry , Geologic Sediments/chemistry , China , Water Pollutants, Chemical/analysis , Eutrophication
2.
Crit Rev Food Sci Nutr ; : 1-24, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38957008

ABSTRACT

Consumers are increasingly interested in additive-free products with a fresh taste, leading to a growing trend in high pressure processing (HPP) as an alternative to thermal processing. This review explores the impact of HPP on the properties of juices, smoothies, and purees, as well as its practical applications in the food industry. Research findings have explained that HPP is a most promising technology in comparison to thermal processing, in two ways i.e., for ensuring microbial safety and maximum retention of micro and macro nutrients and functional components. HPP preserves natural color and eliminates the need for artificial coloring. The review also emphasizes its potential for enhancing flavor in the beverage industry. The review also discusses how HPP indirectly affects plant enzymes that cause off-flavors and suggests potential hurdle approaches for enzyme inactivation based on research investigations. Scientific studies regarding the improved quality insights on commercially operated high pressure mechanisms concerning nutrient retention have paved the way for upscaling and boosted the market demand for HPP equipment. In future research, the clear focus should be on scientific parameters and sensory attributes related to consumer acceptability and perception for better clarity of the HPP effect on juice and smoothies/purees.

3.
Diabet Med ; : e15400, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38958138

ABSTRACT

AIMS: To determine risk factors for 1-year postpartum weight retention (PPWR) and glucose intolerance (prediabetes + diabetes) in women with a previous history of gestational diabetes (GDM) and prediabetes in early postpartum. METHODS: In this exploratory analysis of the MELINDA randomized controlled trial, we report data of 167 women with prediabetes at the 6-16 weeks (early) postpartum oral glucose tolerance test after a recent history of GDM. RESULTS: Of all participants, 45% (75) had PPWR >0 kg at 1-year postpartum. Compared to women without PPWR, women with PPWR had higher gestational weight gain [10.5 ± 6.4 vs. 6.5 ± 4.5 kg, p < 0.001], higher BMI (p < 0.01) and a worse metabolic profile (higher waist circumference, worse lipid profile and more insulin resistance) (all p < 0.05) both in early and late postpartum. Of all women with PPWR, 40.0% developed metabolic syndrome, compared to 18.9% of women without late PPWR (p = 0.003). The only independent predictor for late PPWR was weight retention in early postpartum (p < 0.001). Of all participants, 55.1% (92) had glucose intolerance (84 prediabetes, 8 diabetes) 1-year postpartum. Independent predictors for late postpartum glucose intolerance were lower gestational age at start insulin therapy in pregnancy and delivery by caesarean section (resp. p = 0.044 and 0.014). CONCLUSIONS: In women with a previous history of GDM and prediabetes in early postpartum, PPWR in early postpartum was a strong independent predictor for late PPWR, while earlier start of insulin therapy during pregnancy and delivery by caesarean section were independent predictors of glucose intolerance in late postpartum.

4.
Adv Sci (Weinh) ; : e2307185, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38958448

ABSTRACT

Motor learning (ML), which plays a fundamental role in growth and physical rehabilitation, involves different stages of learning and memory processes through different brain regions. However, the neural mechanisms that underlie ML are not sufficiently understood. Here, a previously unreported neuronal projection from the dorsal hippocampus (dHPC) to the zona incerta (ZI) involved in the regulation of ML behaviors is identified. Using recombinant adeno-associated virus, the projections to the ZI are surprisingly identified as originating from the dorsal dentate gyrus (DG) and CA1 subregions of the dHPC. Furthermore, projection-specific chemogenetic and optogenetic manipulation reveals that the projections from the dorsal CA1 to the ZI play key roles in the acquisition and consolidation of ML behaviors, whereas the projections from the dorsal DG to the ZI mediate the retrieval/retention of ML behaviors. The results reveal new projections from the dorsal DG and dorsal CA1 to the ZI involved in the regulation of ML and provide insight into the stages over which this regulation occurs.

5.
J Family Med Prim Care ; 13(5): 1747-1754, 2024 May.
Article in English | MEDLINE | ID: mdl-38948598

ABSTRACT

Introduction: We assessed the baseline knowledge and the improvement and retention of knowledge after attending diabetes self-management education (DSME) programs with respect to different socioeconomic status (SES). We also looked into the change in body mass index (BMI), blood pressure, and glycemic parameters after attending the DSME sessions. Materials and Methods: This was a retrospective, cohort study carried out via chart review based on data collected from manual or electronic medical records (EMR) and questionnaire responses of 160 adult patients with type 2 diabetes (T2D) who attended two DSME sessions with a gap of at least six months. Results: Baseline knowledge on diabetes was uniform (P = 0.06), irrespective of differences in SES, and DSME sessions significantly improved the knowledge in all socioeconomic classes (P value < 0.05 in each SES group). However, SES did have a significant influence on the finally acquired knowledge of diabetes as was evident from the final score after attending two DSME sessions. A significant number of patients (48.1%) from our cohort either improved or retained their knowledge of diabetes over a mean follow-up of 15.5 months. The BMI of our cohort was significantly reduced from baseline to final follow-up (P = 0.016). Conclusion: DSME sessions were effective in improving knowledge and awareness among T2D patients, irrespective of socioeconomic classes in Eastern India. The acquired knowledge from DSME sessions was retained over a long time.

6.
Res Nurs Health ; 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38953164

ABSTRACT

Adolescent health research with biomarker data collection is limited due to difficulties in recruiting and engaging this age group. Thus, successful recruitment, engagement, and retention of adolescents in translational research are necessary to elucidate factors influencing mental and physical health conditions, uncover novel biomarkers, and expand prevention and treatment options. This paper describes strategies for effective recruitment and retention of adolescents in a research study, using a project examining depressive symptoms and the microbiome to illustrate these approaches. This cross-sectional study collected electronic self-reported survey data and self-collected biospecimens (stool and salivary samples) from adolescents 13-19 years old. All but two participants completed the questionnaires, with few missing responses. 94% provided at least one salivary sample and 89% supplied a stool sample. Participants were able to adhere to the study instructions. Using a participant-centered approach, our study successfully recruited and engaged the targeted 90 participants in self-collection of electronic survey data and biospecimens. Successful strategies of recruitment and retention included: 1) on-site clinic recruitment by research team, 2) active involvement of parents as appropriate, 3) use of electronic surveys and self-collection of biospecimens to foster control and ease of participation while addressing privacy concerns, 4) noninvasive collection of data on biospecimen, 5) frequent texting to communicate with participants, 6) flexibility in the pickup and transferring of biospecimens to accommodate adolescent schedules, 7) developmentally appropriate research, 8) participant reimbursement, and 9) sensitivity toward discussing stool sample materials. As a result of these strategies, adolescent participation in the research proved feasible.

7.
J Healthc Leadersh ; 16: 235-254, 2024.
Article in English | MEDLINE | ID: mdl-38946733

ABSTRACT

Purpose: Little is known about the long-term efficacy of virtual leadership training for physicians. This study compares two highly similar groups of Obstetricians-Gynecologists' (OB-GYN) 6-month post-program changes in competency and skills after experiencing equity-centered leadership training in a virtual or in-person format. Participants and Methods: Using a retrospective pre- and post-test method, we collected 6-month post-program data on 14 competencies for knowledge gains and skills use, comparing the virtual cohort (2021, n = 22) to the in-person cohort (2022, n = 33) in 55 total participants. Qualitative data from open-ended feedback questions informed on skills relevancy and professional impact since program participation. Results: Data indicate strong, statistically significant knowledge and skills retention in both cohorts, with 63% of the virtual and 85% of the in-person participants responding. Data indicate participants report the course having a positive impact on their healthcare provision and nearly all report they made changes to their communication and leadership approaches in the 6-months after the program. 59% of the virtual and 55% of the in-person cohorts report new leadership opportunities since their participation and that the course helped prepare them for those roles. Qualitative data support the need for the training, specific elements of the training these physicians found particularly helpful, and that the learning was "sticky", in that it stayed with them in the months post-program. There was a clear stated preference for in-person experiences. Conclusion: Either virtual or in-person leadership training can result in long-term (6-month) significant retention and application of knowledge and skills in physicians. While limited in size, this study suggests that in-person experiences seem to foster more effective bonds and also greater willingness to participate in post-program follow-up. Physicians find equity-centered leadership training to impact their subsequent communication and leadership practices and they report career benefits even in 6-month follow-up.


While physicians serve in many leadership roles in healthcare, leadership training is generally not part of their medical training. The American College of Obstetricians and Gynecologists (ACOG) Robert C. Cefalo Leadership Institute has provided an annual leadership training for obstetrician and gynecologist leaders since 2006. Our previous research has repeatedly shown the program is effective, with participants experiencing significant and impressive gains in leadership learning and skills development. The COVID-19 pandemic led to the 2021 program being held virtually with a return to an in-person format possible with the 2022 program. As such, the opportunity arose to compare the 6-month post-program learning and impact of these two formats, virtual versus in-person training, in two highly similar groups experiencing nearly identical program content. Both virtual and in-person participants rated their six-month post-program skill level/ability and skills use/implementation as significantly higher than pre-program and both groups noted the learning helped them be better physicians, communicators, and leaders. Additionally, many experienced new leadership opportunities in the 6-months post-program and most of those agreed that the program prepared them to take on those new roles. This study shows that our approach to physician leadership development is highly effective and that the learning demonstrated "stickiness" in that it persisted over time. While both virtual and in-person programs were highly effective, overwhelmingly the participants prefer in-person training to virtual training.

8.
Sci Rep ; 14(1): 15032, 2024 07 01.
Article in English | MEDLINE | ID: mdl-38951590

ABSTRACT

In agriculture, hydrogels can be addressed for effective operation of water and controlled-release fertilizers. Hydrogels have a significant ability for retaining water and improving nutrient availability in soil, enhancing plant growth while reducing water and fertilizer usage. This work aimed to prepare a hydrogel composite based on microalgae and biopolymers including chitosan and starch for use as a soil conditioner. The hydrogel composite was characterized by FTIR, XRD, and SEM. All hydrogel properties were studied including swelling degree, biodegradability, water-holding capacity, water retention, and re-swelling capacity in soil and water. The urea fertilizer loading and releasing behavior of the prepared hydrogels were investigated. The results revealed that the range of the maximal urea loading was between 99 and 440%, and the kinetics of loading was fitted with Freundlich model. The urea release % exhibited 78-95%, after 30 days, and the kinetics of release was fitted with zero-order, Higuchi, and Korsmeyer-Peppas models. Furthermore, the prepared hydrogels obtained a significant water-holding capacity, after blending soil (50 g) with small amount of hydrogels (1 g), the capacity increased in the range of 99.4-101.5%. In sum, the prepared hydrogels have the potential to be applied as a soil conditioner.


Subject(s)
Fertilizers , Hydrogels , Microalgae , Urea , Fertilizers/analysis , Hydrogels/chemistry , Urea/chemistry , Microalgae/chemistry , Delayed-Action Preparations/chemistry , Kinetics , Water/chemistry , Soil/chemistry , Chitosan/chemistry , Starch/chemistry
9.
J Chromatogr A ; 1730: 465134, 2024 Jun 30.
Article in English | MEDLINE | ID: mdl-38959655

ABSTRACT

The unique properties of pillar[5]arene, including hydrophobic cavities, π-π conjugated and easy modification, make it a promising candidate as stationary phase for HPLC. Herein, we fabricated a novel propanediamine modified pillar[5]arene bonded silica as the stationary phase (PDA-BP5S) for reversed-phase liquid chromatography (RPLC). Benefiting from the significant hydrophobicity, π-π conjugative, p-π effect, and hydrogen bonding, the PDA-BP5S packed column showed high separation performance of versatile analytes involving polycyclic aromatic hydrocarbons, alkyl benzenes, phenols, arylamine, phenylethane/styrene/ phenylacetylene, toluene/m-xylene/mesitylene, halobenzenes, benzenediol and nitrophenol isomers. Especially, the separation of halobenzenes appeared to be controlled by both the size of the halogen substituents and the strength of the noncovalent bonding interactions, which was further confirmed by molecular dynamics simulation. The satisfactory separation and repeatability revealed the promising prospects of amine-pillar[5]arene-based stationary phase for RPLC.

10.
J Subst Use Addict Treat ; : 209449, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38960145

ABSTRACT

INTRODUCTION: While randomized-controlled trials have shown that heroin-assisted treatment (HAT) is superior to methadone maintenance alone in treatment of refractory clients, little is known about client factors associated with retention in HAT in routine care. METHODS: This retrospective cohort study assessed predictors of retention in first treatment episode among a consecutive cohort of clients admitted to HAT in Denmark from 2010 to 2018, who could be matched to the Danish population register and for whom a Short Form Health Survey (SF-36) was available at admission (N = 432). The study derived predictors from client self-reports at intake and administrative data available in national registers. Cox proportional hazards regression modelled retention in treatment. RESULTS: The one-year retention rate was 69.63 % (95 % CI 65.06 %-73.74 %), and the median time in treatment was 2.45 years (95 % CI, 1.83-3.12). Bivariate analyses showed that retention was lower for clients who had recent cocaine or benzodiazepine use and among those who had experienced an overdose in the year prior to enrollment in HAT. Age below 40, recent illegal activity, poorer emotional wellbeing, previous residential treatment experience, and previous intensive outpatient treatment were also predictors of dropout from HAT. CONCLUSIONS: This observational study found that retention in HAT in routine care was similar to rates observed in randomized-controlled trials conducted in other countries. The results suggest that addressing polysubstance use as part of the HAT program may promote long-term retention, as may directing resources to certain subgroups identified at intake, including clients under 40 years and those who report recent criminal activity, emotional problems, or overdoses. The findings that previous residential treatment and intensive outpatient treatment were associated with dropout were unexpected.

11.
Anat Sci Educ ; 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38961266

ABSTRACT

Undergraduate introductory human anatomy and human physiology courses are either taught as discipline-specific or integrated anatomy and physiology (A&P) sequences. An institution underwent a curricular revision to change the course approach from discipline-specific Human Anatomy and Human Physiology to an integrated A&P I and II sequence, allowing the unique opportunity to explore the potential role of contextual learning in academic achievement and content retention. Mediation and moderation analysis was used to evaluate lecture examinations, laboratory practical examinations, and anatomical content retention between the different course approaches. Undergraduate students in the integrated A&P I course approach performed significantly better on lecture assessments and had a higher anatomy content retention rate at the end of the year than students enrolled in the standalone Human Anatomy course. The lecture examination averages between Human Physiology and A&P II (the second course in the sequence), as well as the anatomy laboratory practical examinations, were not significantly different between discipline-specific and integrated course approaches. The results suggest contextual learning-providing physiological context to anatomical structures-increases the anatomical content retention and academic achievement overall.

12.
Environ Entomol ; 2024 Jul 04.
Article in English | MEDLINE | ID: mdl-38961657

ABSTRACT

Apis mellifera Linnaeus (Hymenoptera: Apis), honey bees, are the most widely used managed crop pollinators. However, their high rental cost and uncertain availability for North American orchard crops have motivated growers to explore alternative pollination options. We examined whether adding solitary, spring-flying Osmia lignaria Say (Hymenoptera: Megachilidae), blue orchard bees, as co-pollinators with A. mellifera in Washington sweet cherry and pear orchards enhances fruit set and yield compared to the use of A. mellifera alone. We added managed O. lignaria to orchard sites where A. mellifera hives were already present. Fruit set, fruit yield, and O. lignaria reproduction at O. lignaria-supplemented sites were compared to nearby, paired sites pollinated only by A. mellifera (3 paired cherry and 3 paired pear sites). For both crops, the addition of O. lignaria significantly increased fruit set but did not yield at harvest. Microscopic inspection of pollen grains from O. lignaria nest cell provisions confirmed that O. lignaria primarily visited orchard flowers. Mean retention of O. lignaria in cherry orchards was slightly higher (65%) than O. lignaria retention reported in other orchard crops (30%-60%). However, retention in pear orchards was much lower (≤20%). These results show that supplementing hives with O. lignaria in Washington spring orchard crops can increase overall pollination, but that trees fail to bear developing fruit to maturity. The strategy of using co-pollinators, O. lignaria and A. mellifera, in US orchards may act as "pollination insurance" when A. mellifera hives are in low supply or when the weather is not amenable for A. mellifera flight during the bloom period.

13.
Environ Geochem Health ; 46(8): 281, 2024 Jul 04.
Article in English | MEDLINE | ID: mdl-38963650

ABSTRACT

The interaction between nanoscale copper oxides (nano-CuOs) and soil matrix significantly affects their fate and transport in soils. This study investigates the retention of nano-CuOs and Cu2+ ions in ten typical agricultural soils by employing the Freundlich adsorption model. Retention of nano-CuOs and Cu2+ in soils was well fitted by the Freundlich model. The retention parameters (KD, KF, and N) followed an order of CuO NTs > CuO NPs > Cu2+, highlighting significant impact of nano-CuOs morphology. The KF and N values of CuO NPs/Cu2+ were positively correlated with soil pH and electrical conductivity (EC), but exhibited a weaker correlation for CuO NTs. Soil pH and/or EC could be used to predict KF and N values of CuO NPs or CuO NTs, with additional clay content should be included for Cu2+.The different relationship between retention parameters and soil properties may suggest that CuO NTs retention mainly caused by agglomeration, whereas adsorption and agglomeration were of equal importance to CuO NPs. The amendment of Ca2+ at low and medium concentration promoted retention of nano-CuOs in alkaline soils, but reduced at high concentration. These findings provided critical insights into the fate of nano-CuOs in soil environments, with significant implications for environmental risk assessment and soil remediation strategies.


Subject(s)
Agriculture , Copper , Soil Pollutants , Soil , Copper/chemistry , Soil/chemistry , Soil Pollutants/chemistry , Hydrogen-Ion Concentration , Adsorption , Metal Nanoparticles/chemistry , Electric Conductivity , Particle Size
14.
Food Chem ; 458: 140188, 2024 Jun 23.
Article in English | MEDLINE | ID: mdl-38964098

ABSTRACT

Oleogels have been used in the gelled surimi products to replace animal fats due to its structure characteristics. The effect of structure characteristics in fish oil oleogels on the mechanism of oil/water retention was investigated in meat emulsions. Beeswax assembly improved the oil and water retention. The unsaturation degree of fatty acids lowered the mobility of bound water, immobilized water as well as bound fat in the fish oil oleogel, but enhanced the mobility of free water and protons of unsaturated fatty acids. Beeswax addition and oil phase characteristics could enhance ß-sheets, disulfide bonds and hydrophobic force to improve the viscoelasticity, gel strength and oil/water retention. Beeswax assembly facilitated the tight micro-sol network and filling effect, and high unsaturation degree promoted the emulsification effect, thus reducing phase transition temperature and juice loss. The study could lay the foundation for development of gelled shrimp meat products with EPA and DHA.

15.
J Chromatogr A ; 1730: 465128, 2024 Jun 29.
Article in English | MEDLINE | ID: mdl-38964161

ABSTRACT

As a result of their metabolic processes, medicinal plants produce bioactive molecules with significant implications for human health, used directly for treatment or for pharmaceutical development. Chromatographic fingerprints with solvent gradients authenticate and categorise medicinal plants by capturing chemical diversity. This work focuses on optimising tea sample analysis in HPLC, using a model-based approach without requiring standards. Predicting the gradient profile effects on full signals was the basis to identify optimal separation conditions. Global models characterised retention and bandwidth for 14 peaks in the chromatograms across varied elution conditions, facilitating resolution optimisation of 63 peaks, covering 99.95 % of total peak area. The identified optimal gradient was applied to classify 40 samples representing six tea varieties. Matrices of baseline-corrected signals, elution bands, and band ratios, were evaluated to select the best dataset. Principal Component Analysis (PCA), k-means clustering, and Partial Least Squares-Discriminant Analysis (PLS-DA) assessed classification feasibility. Classification limitations were found reasonable due to tea processing complexities, involving drying and fermentation influenced by environmental conditions.

16.
J Transl Med ; 22(1): 621, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38961395

ABSTRACT

BACKGROUND: The tumor microenvironment is profoundly heterogeneous particularly when comparing sites of metastases. Establishing the extent of this heterogeneity may provide guidance on how best to design lipid-based drug delivery systems to treat metastatic disease. Building on our previous research, the current study employs a murine model of metastatic cancer to explore the distribution of ~ 100 nm liposomes. METHODS: Female NCr nude mice were inoculated with a fluorescently labeled, Her2/neu-positive, trastuzumab-resistant breast cancer cell line, JIMT-1mkate, either in the mammary fat pad to create an orthotopic tumor (OT), or via intracardiac injection (IC) to establish tumors throughout the body. Animals were dosed with fluorescent and radio-labeled liposomes. In vivo and ex vivo fluorescent imaging was used to track liposome distribution over a period of 48 h. Liposome distribution in orthotopic tumors was compared to sites of tumor growth that arose following IC injection. RESULTS: A significant amount of inter-vessel heterogeneity for DiR distribution was observed, with most tumor blood vessels showing little to no presence of the DiR-labelled liposomes. Further, there was limited extravascular distribution of DiR liposomes in the perivascular regions around DiR-positive vessels. While all OT tumors contained at least some DiR-positive vessels, many metastases had very little or none. Despite the apparent limited distribution of liposomes within metastases, two liposomal drug formulations, Irinophore C and Doxil, showed similar efficacy for both the OT and IC JIMT-1mkate models. CONCLUSION: These findings suggest that liposomal formulations achieve therapeutic benefits through mechanisms that extend beyond the enhanced permeability and retention effect.


Subject(s)
Antineoplastic Agents , Liposomes , Mice, Nude , Neoplasm Metastasis , Animals , Cell Line, Tumor , Female , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Antineoplastic Agents/pharmacokinetics , Antineoplastic Agents/administration & dosage , Humans , Treatment Outcome , Mice
17.
J Chromatogr A ; 1730: 465109, 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38968662

ABSTRACT

The predictive modeling of liquid chromatography methods can be an invaluable asset, potentially saving countless hours of labor while also reducing solvent consumption and waste. Tasks such as physicochemical screening and preliminary method screening systems where large amounts of chromatography data are collected from fast and routine operations are particularly well suited for both leveraging large datasets and benefiting from predictive models. Therefore, the generation of predictive models for retention time is an active area of development. However, for these predictive models to gain acceptance, researchers first must have confidence in model performance and the computational cost of building them should be minimal. In this study, a simple and cost-effective workflow for the development of machine learning models to predict retention time using only Molecular Operating Environment 2D descriptors as input for support vector regression is developed. Furthermore, we investigated the relative performance of models based on molecular descriptor space by utilizing uniform manifold approximation and projection and clustering with Gaussian mixture models to identify chemically distinct clusters. Results outlined herein demonstrate that local models trained on clusters in chemical space perform equivalently when compared to models trained on all data. Through 10-fold cross-validation on a comprehensive set containing 67,950 of our company's proprietary analytes, these models achieved coefficients of determination of 0.84 and 3 % error in terms of retention time. This promising statistical significance is found to translate from cross-validation to prospective prediction on an external test set of pharmaceutically relevant analytes. The observed equivalency of global and local modeling of large datasets is retained with METLIN's SMRT dataset, thereby confirming the wider applicability of the developed machine learning workflows for global models.

18.
J Adv Nurs ; 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38969343

ABSTRACT

AIM(S): The aim of this study is to understand factors that challenge retention and support nurses to stay in general practice. BACKGROUND: One in four general practice nurse positions in England expected to be left unfilled within the next 10 years. Cultural and structural issues associated with working in general practice have been linked with nurses leaving general practice, re-evaluating their professional futures, adjusting work-life balance and bringing forward retirement. This has implications for the future of the general practice nursing workforce and patient care more broadly. DESIGN: Exploratory qualitative interview study funded by the General Nursing Council Trust for England and Wales. University of York ethics approval (Ref: HSRGC/2023/586/A) was gained in September 2023. The study will be conducted between September 2023 and August 2024. METHODS: Qualitative interviews will be conducted with a range of nurses working in, or who have worked in, general practice as well as nurse leaders associated with general practice across England and Wales. Recruitment will be via professional and social media networks and snowballing techniques. We aim to purposively recruit 30-40 participants for maximum variation. Cultural and structural influences which may contribute to retention decisions will be explored. Data will be analysed following framework analysis. DISCUSSION/CONCLUSION: This study will explore how underpinning cultural and structural issues may impact on retention of this highly skilled professional group and identify factors to support retention. IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE: By exploring factors that support or discourage nurses to remain in general practice, retention strategies can be better planned on order to address the general practice nursing workforce crisis. IMPACT: What problem did the study address? This study will address the retention crisis in nursing in general practice by exploring how cultural and structural issues may impact on retention of this highly skilled professional group and identify factors to support retention. Where and on whom will the research have an impact? From the study findings, recommendations will be developed to inform future policy and practice. Key factors to address attrition will be generated to support employers and policy makers in future primary care workforce planning, as well as supporting nurses, at an individual level, in negotiating their roles in practice. REPORTING METHOD: Standards for Reporting Qualitative Research (O'Brien et al., 2014). PATIENT OR PUBLIC CONTRIBUTION: As this is a workforce study protocol, there is no patient or public contribution.

19.
Int Urogynecol J ; 2024 Jul 06.
Article in English | MEDLINE | ID: mdl-38970657

ABSTRACT

INTRODUCTION AND HYPOTHESIS: Postpartum urinary retention is one of the most common complications in women during the immediate postpartum period. The objective was to systematically assess risk factors for postpartum urinary retention after vaginal delivery. METHODS: Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses, we retrieved relevant studies from PubMed, Embase, Cochrane Library, Web of Science Core Collection, China National Knowledge Internet, Wangfang Database, and Chinese Biomedical Database for observational studies investigating the risk factors for postpartum urinary retention from inception to 11 November 2022. The Newcastle-Ottawa Scale and Joanna Briggs Institute's tool were used to assess the risk of bias. We conducted a meta-analysis using RevMan 5.3. RESULTS: In total, 3,074 articles were screened and data from 27 studies were used in the meta-analysis. Sixteen risk factors were identified, namely, labor augmentation (OR = 1.72, 95% CI = 1.17-2.51), primiparity (OR = 2.36, 95% CI = 1.64-3.38), manual fundal pressure (OR = 2.84, 95% CI = 1.00-8.11), perineal hematoma (OR = 7.28, 95% CI = 1.62-32.72), vulvar edema (OR = 7.99, 95% CI = 5.50-11.63), the total duration of labor (MD = 90.10, 95% CI = 49.11-131.08), the duration of the first stage of labor (MD = 33.97, 95% CI = 10.28-57.65), the duration of the second stage of labor (MD = 14.92, 95% CI = 11.79-18.05), the duration of the second stage of labor > 60 min (OR = 3.18, 95% CI = 1.32-7.67), mediolateral episiotomy (OR = 3.65, 95% CI = 1.70-7.83), severe perineal tear (OR = 3.21, 95% CI = 1.84-5.61), epidural analgesia (OR = 3.23, 95% CI = 1.50-6.96), forceps delivery (OR = 4.95, 95% CI = 2.88-8.51), vacuum delivery (OR = 2.44, 95% CI = 1.30-4.58), neonatal birth weight > 4,000 g (OR = 3.61, 95% CI = 1.96-6.65), and neonatal birth weight > 3,500 g (OR = 1.89, 95% CI = 1.12-3.19). CONCLUSIONS: Our results demonstrated that labor augmentation, primiparity, manual fundal pressure, perineal hematoma, vulvar edema, the total duration of labor, the duration of the first stage of labor, the duration of the second stage of labor, the duration of the second stage of labor > 60 min, mediolateral episiotomy, severe perineal tear, epidural analgesia, forceps delivery, vacuum delivery, and neonatal birth weight > 4,000 g and > 3,500 g were risk factors for postpartum urinary retention in women with vaginal delivery. The specific ranges of the first and the second stages of labor causing postpartum urinary retention need to be clarified.

20.
Epilepsy Behav ; 158: 109922, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38970892

ABSTRACT

This analysis assessed the effectiveness and tolerability of brivaracetam (BRV) in older (≥65 years of age) and younger (≥16 to <65 years of age) adults with epilepsy. This was a subgroup analysis from EXPERIENCE/EPD332, a pooled analysis of individual patient records from multiple independent, non-interventional studies of patients with epilepsy starting BRV in Australia, Europe, and the United States. Included patients had ≥6 months of follow-up data. Outcomes included responders (≥50 % reduction from baseline in seizure frequency), seizure freedom (no seizures within 3 months before the time point), and continuous seizure freedom (no seizures from baseline) at 12 months; BRV discontinuation during the whole study follow-up; and treatment-emergent adverse events (TEAEs) at 3, 6, and 12 months. Patients with missing data after BRV discontinuation were deemed non-responders/not seizure-free. Analysis populations included the Full Analysis Set (FAS; patients who received ≥1 BRV dose and had seizure type and age documented at baseline) and the modified FAS (FAS patients who had ≥1 seizure recorded during baseline). The FAS was used for all outcomes except seizure reduction. The FAS included 147 (8.9 %) patients aged ≥65 years and 1497 (91.1 %) aged ≥16 to <65 years. Compared with the younger subgroup, patients aged ≥65 years had a longer median epilepsy duration (33.0 years [n = 144] vs 17.0 years [n = 1460]) and lower median seizure frequency at index (2.0 seizures/28 days [n = 129] vs 4.0 seizures/28 days [n = 1256]), and less commonly had >1 prior antiseizure medication (106/141 [75.2 %] vs 1265/1479 [85.5 %]). At 12 months, a numerically higher percentage of patients aged ≥65 years versus the younger subgroup achieved ≥50 % seizure reduction (46.5 % [n = 71] vs 36.0 % [n = 751]), seizure freedom (26.0 % [n = 100] vs 13.9 % [n = 1011]), and continuous seizure freedom (22.0 % [n = 100] vs 10.7 % [n = 1011]). During the whole study follow-up, 43/147 (29.3 %) patients aged ≥65 years and 508/1492 (34.0 %) aged ≥16 to <65 years discontinued BRV. The incidence of TEAEs since the prior visit was similar in both subgroups at 3 months (≥65 years vs ≥16 to <65 years: 38/138 [27.5 %] vs 356/1404 [25.4 %]), 6 months (19/119 [16.0 %] vs 176/1257 [14.0 %]), and 12 months (8/104 [7.7 %] vs 107/1128 [9.5 %]). This real-world analysis suggests BRV was effective in patients aged ≥65 years and ≥16 to <65 years, with numerically higher effectiveness in the older subgroup. BRV was well tolerated in both subgroups.

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