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Nevin Manimala Statistics

Novel indices reveal that pollinator exposure to pesticides varies across biological compartments and crop surroundings

Sci Total Environ. 2024 Apr 1:172118. doi: 10.1016/j.scitotenv.2024.172118. Online ahead of print.

ABSTRACT

Declines in insect pollinators have been linked to a range of causative factors such as disease, loss of habitats, the quality and availability of food, and exposure to pesticides. Here, we analysed an extensive dataset generated from pesticide screening of foraging insects, pollen-nectar stores/beebread, pollen and ingested nectar across three species of bees collected at 128 European sites set in two types of crop. In this paper, we aimed to (i) derive a new index to summarise key aspects of complex pesticide exposure data and (ii) understand the links between pesticide exposures depicted by the different matrices, bee species and apple orchards versus oilseed rape crops. We found that summary indices were highly correlated with the number of pesticides detected in the related matrix but not with which pesticides were present. Matrices collected from apple orchards generally contained a higher number of pesticides (7.6 pesticides per site) than matrices from sites collected from oilseed rape crops (3.5 pesticides), with fungicides being highly represented in apple crops. A greater number of pesticides were found in pollen-nectar stores/beebread and pollen matrices compared with nectar and bee body matrices. Our results show that for a complete assessment of pollinator pesticide exposure, it is necessary to consider several different exposure routes and multiple species of bees across different agricultural systems.

PMID:38569959 | DOI:10.1016/j.scitotenv.2024.172118

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Nevin Manimala Statistics

Meta-analysis review for pilot and large-scale constructed wetlands: Design parameters, treatment performance, and influencing factors

Sci Total Environ. 2024 Apr 1:172140. doi: 10.1016/j.scitotenv.2024.172140. Online ahead of print.

ABSTRACT

Despite their longstanding use in environmental remediation, constructed wetlands (CWs) are still topical due to their sustainable and nature-based approach. While research and review publications have grown annually by 7.5 % and 37.6 %, respectively, from 2018 to 2022, a quantitative meta-analysis employing advanced statistics and machine learning to assess CWs has not yet been conducted. Further, traditional statistics of mean ± standard deviation could not convey the extent of confidence or uncertainty in results from CW studies. This study employed a 95 % bootstrap-based confidence interval and out-of-bag Random Forest-based driver analysis on data from 55 studies, totaling 163 cases of pilot and full-scale CWs. The study recommends, with 95 % confidence, median surface hydraulic loading rates (HLR) of 0.14 [0.11, 0.17] m/d for vertical flow-CWs (VF) and 0.13 [0.07, 0.22] m/d for horizontal flow-CWs (HF), and hydraulic retention time (HRT) of 125.14 [48.0, 189.6] h for VF, 72.00 [42.00, 86.28] h for HF, as practical for new CW design. Permutation importance results indicate influent COD impacted primarily on COD removal rate at 21.58 %, followed by HLR (16.03 %), HRT (12.12 %), and substrate height (H) (10.90 %). For TN treatment, influent TN and COD were the most significant contributors at 12.89 % and 10.01 %, respectively, while H (9.76 %), HRT (9.72 %), and HLR (5.87 %) had lower impacts. Surprisingly, while HRT and H had a limited effect on COD removal, they substantially influenced TN. This study sheds light on CWs’ performance, design, and control factors, guiding their operation and optimization.

PMID:38569956 | DOI:10.1016/j.scitotenv.2024.172140

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Nevin Manimala Statistics

Differences in Discounting Behavior and Brain Responses for Food and Money Reward

eNeuro. 2024 Apr 3;11(4):ENEURO.0153-23.2024. doi: 10.1523/ENEURO.0153-23.2024. Print 2024 Apr.

ABSTRACT

Most neuroeconomic research seeks to understand how value influences decision-making. The influence of reward type is less well understood. We used functional magnetic resonance imaging (fMRI) to investigate delay discounting of primary (i.e., food) and secondary rewards (i.e., money) in 28 healthy, normal-weighted participants (mean age = 26.77; 18 females). To decipher differences in discounting behavior between reward types, we compared how well-different option-based statistical models (exponential, hyperbolic discounting) and attribute-wise heuristic choice models (intertemporal choice heuristic, dual reasoning and implicit framework theory, trade-off model) captured the reward-specific discounting behavior. Contrary to our hypothesis of different strategies for different rewards, we observed comparable discounting behavior for money and food (i.e., exponential discounting). Higher k values for food discounting suggest that individuals decide more impulsive if confronted with food. The fMRI revealed that money discounting was associated with enhanced activity in the right dorsolateral prefrontal cortex, involved in executive control; the right dorsal striatum, associated with reward processing; and the left hippocampus, involved in memory encoding/retrieval. Food discounting, instead, was associated with higher activity in the left temporoparietal junction suggesting social reinforcement of food decisions. Although our findings do not confirm our hypothesis of different discounting strategies for different reward types, they are in line with the notion that reward types have a significant influence on impulsivity with primary rewards leading to more impulsive choices.

PMID:38569920 | DOI:10.1523/ENEURO.0153-23.2024

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Nevin Manimala Statistics

Design of trials in lacunar stroke and cerebral small vessel disease: review and experience with the LACunar Intervention Trial 2 (LACI-2)

Stroke Vasc Neurol. 2024 Apr 3:svn-2023-003022. doi: 10.1136/svn-2023-003022. Online ahead of print.

ABSTRACT

Cerebral small vessel disease (cSVD) causes lacunar stroke (25% of ischaemic strokes), haemorrhage, dementia, physical frailty, or is ‘covert’, but has no specific treatment. Uncertainties about the design of clinical trials in cSVD, which patients to include or outcomes to assess, may have delayed progress. Based on experience in recent cSVD trials, we reviewed ways to facilitate future trials in patients with cSVD.We assessed the literature and the LACunar Intervention Trial 2 (LACI-2) for data to inform choice of Participant, Intervention, Comparator, Outcome, including clinical versus intermediary endpoints, potential interventions, effect of outcome on missing data, methods to aid retention and reduce data loss. We modelled risk of missing outcomes by baseline prognostic variables in LACI-2 using binary logistic regression.Imaging versus clinical outcomes led to larger proportions of missing data. We present reasons for and against broad versus narrow entry criteria. We identified numerous repurposable drugs with relevant modes of action to test in various cSVD subtypes. Cognitive impairment is the most common clinical outcome after lacunar ischaemic stroke but was missing more frequently than dependency, quality of life or vascular events in LACI-2. Assessing cognitive status using Diagnostic and Statistical Manual for Mental Disorders Fifth Edition can use cognitive data from multiple sources and may help reduce data losses.Trials in patients with all cSVD subtypes are urgently needed and should use broad entry criteria and clinical outcomes and focus on ways to maximise collection of cognitive outcomes to avoid missing data.

PMID:38569894 | DOI:10.1136/svn-2023-003022

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Nevin Manimala Statistics

Comparing hospital leadership and front-line workers’ perceptions of patient safety culture: an unbalanced panel study

BMJ Lead. 2024 Apr 3:leader-2023-000922. doi: 10.1136/leader-2023-000922. Online ahead of print.

ABSTRACT

BACKGROUND/AIM: This article examines the relationships between workers’ hospital leadership status, hospital front-line status and patient safety culture in hospitals throughout the USA. By identifying possible disparities in perception, targeted interventions can aim at decreasing differences between the two groups to increase the quality of healthcare.

METHOD: Data from 1 739 083 individuals, spreading across 1810 hospitals between 2008 and 2017 were collected. 115 228 (6.63%) self-identified as leaders, and 772 505 (44.42%) self-identified as front-line workers. The participants also filled in information describing their demographics in reference to the hospital, such as how long they have worked at the facility, their working unit and their occupation.

RESULTS: Results showed that leaders responded more positively to items that are directly related to management, such as ‘my supervisor/manager says a good word when he/she sees a job done according to established patient safety procedures’ (0.33, p<0.01), where 0.33 signifies that leaders had an average response more positive by 0.33 compared with all other occupations on a Likert scale of 1-5. Based on multiple F-tests, all items have shown a statistical significance between leadership and front-line groups.

CONCLUSION: The findings highlight a compelling link between leadership roles and patient safety culture in hospitals, as well as between front-line worker status and patient safety culture. Moreover, a pronounced divergence in viewpoints regarding patient safety culture exists between hospital leaders and front-line staff. An in-depth investigation is necessary to comprehend the ramifications of these outcomes.

PMID:38569892 | DOI:10.1136/leader-2023-000922

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Nevin Manimala Statistics

TP53-associated early breast cancer: new observations from a large cohort

J Natl Cancer Inst. 2024 Apr 3:djae074. doi: 10.1093/jnci/djae074. Online ahead of print.

ABSTRACT

BACKGROUND: A large well-annotated recent international cohort of Li-Fraumeni (LFS) patients with early-stage breast cancer (BC) was examined for shared features.

METHODS: This multicentre cohort study included females with a germline TP53 pathogenic or likely pathogenic variant and nonmetastatic BC diagnosed between 2002-2022. Clinical and genetic data were obtained from institutional registries and clinical charts. Descriptive statistics were utilized to summarize proportions and differences were assessed by Chi square or Wilcoxon rank sum tests. Metachronous contralateral breast cancer (CBC) risk, radiation-induced sarcoma risk, and recurrence-free survival (RFS) were analyzed by Kaplan-Meier methodology.

RESULTS: Among 227 females who met study criteria, the median age of first BC diagnosis was 37 years (range 21-71), 11.9% presented with bilateral synchronous BC and 18.1% had ductal carcinoma in situ (DCIS) only. In total, 166 (73.1%) underwent mastectomies including 67 bilateral mastectomies as first BC surgery. Among those with retained breast tissue, CBC rate was 25.3% at 5-years. Among 186 invasive tumors, 72.1% were stages I-II, 48.9% node-negative, and the most common subtypes were HR+/HER2- (40.9%) and HR+/HER2 + (34.4%). At a median follow-up of 69.9 months (IQR 32.6-125.9), invasive HR+/HER2- disease had the highest recurrence risk among the subtypes (5-year RFS 61.1%, p = .0012). Among those who received radiation therapy (n = 79), the 5-year radiation-induced sarcoma rate was 4.8%.

CONCLUSION: We observed high rates of DCIS, HR+ and HER2+ breast cancers, with a worse outcome in the HR+/HER2- luminal tumors despite appropriate treatment. Confirmation of these findings in further studies could have implications for BC care in LFS.

PMID:38569880 | DOI:10.1093/jnci/djae074

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Nevin Manimala Statistics

Peripheral hearing loss at age 70 predicts brain atrophy and associated cognitive change

J Neurol Neurosurg Psychiatry. 2024 Apr 3:jnnp-2023-333101. doi: 10.1136/jnnp-2023-333101. Online ahead of print.

ABSTRACT

BACKGROUND: Hearing loss has been proposed as a modifiable risk factor for dementia. However, the relationship between hearing, neurodegeneration, and cognitive change, and the extent to which pathological processes such as Alzheimer’s disease and cerebrovascular disease influence these relationships, is unclear.

METHODS: Data from 287 adults born in the same week of 1946 who underwent baseline pure tone audiometry (mean age=70.6 years) and two time point cognitive assessment/multimodal brain imaging (mean interval 2.4 years) were analysed. Hearing impairment at baseline was defined as a pure tone average of greater than 25 decibels in the best hearing ear. Rates of change for whole brain, hippocampal and ventricle volume were estimated from structural MRI using the Boundary Shift Integral. Cognition was assessed using the Pre-clinical Alzheimer’s Cognitive Composite. Regression models were performed to evaluate how baseline hearing impairment associated with subsequent brain atrophy and cognitive decline after adjustment for a range of confounders including baseline β-amyloid deposition and white matter hyperintensity volume.

RESULTS: 111 out of 287 participants had hearing impairment. Compared with those with preserved hearing, hearing impaired individuals had faster rates of whole brain atrophy, and worse hearing (higher pure tone average) predicted faster rates of hippocampal atrophy. In participants with hearing impairment, faster rates of whole brain atrophy predicted greater cognitive change. All observed relationships were independent of β-amyloid deposition and white matter hyperintensity volume.

CONCLUSIONS: Hearing loss may influence dementia risk via pathways distinct from those typically implicated in Alzheimer’s and cerebrovascular disease in cognitively unimpaired older adults.

PMID:38569877 | DOI:10.1136/jnnp-2023-333101

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Nevin Manimala Statistics

Prognostic factors for disease activity in newly diagnosed teriflunomide-treated patients with multiple sclerosis: a nationwide Danish study

J Neurol Neurosurg Psychiatry. 2024 Apr 3:jnnp-2023-333265. doi: 10.1136/jnnp-2023-333265. Online ahead of print.

ABSTRACT

BACKGROUND: Clinicians frequently rely on relapse counts, T2 MRI lesion load (T2L) and Expanded Disability Status Scale (EDSS) scores to guide treatment decisions for individuals diagnosed with multiple sclerosis (MS). This study evaluates how these factors, along with age and sex, influence prognosis during treatment with teriflunomide (TFL).

METHODS: We conducted a nationwide cohort study using data from the Danish Multiple Sclerosis Registry.Eligible participants had relapsing-remitting MS or clinically isolated syndrome and initiated TFL as their first treatment between 2013 and 2019. The effect of age, pretreatment relapses, T2L and EDSS scores on the risk of disease activity on TFL were stratified by sex.

RESULTS: In total, 784 individuals were included (57.4% females). A high number of pretreatment relapses (≥2) was associated with an increased risk of disease activity in females only (OR and (95% CI): 1.76 (1.11 to 2.81)). Age group 50+ was associated with a lower risk of disease activity in both sexes (OR females=0.28 (0.14 to 0.56); OR males=0.22 (0.09 to 0.55)), while age 35-49 showed a different impact in males and females (OR females=0.79 (0.50 to 1.23); OR males=0.42 (0.24 to 0.72)). EDSS scores and T2L did not show any consistent associations.

CONCLUSION: A high number of pretreatment relapses was only associated with an increased risk of disease activity in females, while age had a differential impact on the risk of disease activity according to sex. Clinicians may consider age, sex and relapses when deciding on TFL treatment.

PMID:38569873 | DOI:10.1136/jnnp-2023-333265

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Nevin Manimala Statistics

Lipoprotein Apheresis Alleviates Treatment-Resistant Peripheral Artery Disease Despite the Normal Range of Atherogenic Lipoproteins: The LETS-PAD Study

J Atheroscler Thromb. 2024 Apr 3. doi: 10.5551/jat.64639. Online ahead of print.

ABSTRACT

AIM: Peripheral artery disease (PAD) severely impairs patient prognosis and quality of life (QOL). Although lipoprotein apheresis (LA) has been applied to patients with PAD and elevated serum atherogenic lipoproteins, we hypothesized that LA can be effective for treating PAD even in patients with controlled serum lipoproteins through pleiotropic anti-atherosclerotic effects beyond lipoprotein removal. This study aimed to evaluate the efficacy of LA in patients with treatment-resistant PAD and controlled serum lipoproteins focusing on QOL.

METHODS: In a single-arm prospective study, 30 patients with refractory PAD who had controlled serum lipoproteins underwent sequential LA sessions using dextran sulfate adsorption columns, aiming to complete 10 sessions. The ankle-brachial pressure index (ABI) and vascular QOL (VascuQOL) score were evaluated as the primary outcomes. Secondary outcomes included reactive hyperemia index (RHI) and biological antioxidant potential (BAP) as an endothelial function test and serum antioxidative-capacity evaluation, respectively.

RESULTS: ABI significantly increased after LA sessions (pre-treatment 0.60±0.09 vs. post-treatment 0.65±0.13, p=0.023). Total VascuQOL score (3.7±1.1 vs 4.6±1.1, p<0.001) and RHI (1.70±0.74 vs 2.34±1.76, p=0.023) significantly improved after the LA sessions. BAP tended to increase after the LA sessions, and the change reached statistical significance 3 months after treatment.

CONCLUSION: ABI and QOL improved after a series of LA sessions in conventional treatment-resistant PAD patients with controlled serum lipoprotein levels. Increased antioxidative capacity and ameliorated endothelial function were observed after the LA treatment.

PMID:38569869 | DOI:10.5551/jat.64639

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Nevin Manimala Statistics

Efficacy and Safety of Dapagliflozin in Patients With Acute Heart Failure

J Am Coll Cardiol. 2024 Apr 9;83(14):1295-1306. doi: 10.1016/j.jacc.2024.02.009.

ABSTRACT

BACKGROUND: The primary goals during acute heart failure (AHF) hospitalization are decongestion and guideline-directed medical therapy (GDMT) optimization. Unlike diuretics or other GDMT, early dapagliflozin initiation could achieve both AHF goals.

OBJECTIVES: The authors aimed to assess the diuretic efficacy and safety of early dapagliflozin initiation in AHF.

METHODS: In a multicenter, open-label study, 240 patients were randomized within 24 hours of hospital presentation for hypervolemic AHF to dapagliflozin 10 mg once daily or structured usual care with protocolized diuretic titration until day 5 or hospital discharge. The primary outcome, diuretic efficiency expressed as cumulative weight change per cumulative loop diuretic dose, was compared across treatment assignment using a proportional odds model adjusted for baseline weight. Secondary and safety outcomes were adjudicated by a blinded committee.

RESULTS: For diuretic efficiency, there was no difference between dapagliflozin and usual care (OR: 0.65; 95% CI: 0.41-1.02; P = 0.06). Dapagliflozin was associated with reduced loop diuretic doses (560 mg [Q1-Q3: 260-1,150 mg] vs 800 mg [Q1-Q3: 380-1,715 mg]; P = 0.006) and fewer intravenous diuretic up-titrations (P ≤ 0.05) to achieve equivalent weight loss as usual care. Early dapagliflozin initiation did not increase diabetic, renal, or cardiovascular safety events. Dapagliflozin was associated with improved median 24-hour natriuresis (P = 0.03) and urine output (P = 0.005), expediting hospital discharge over the study period.

CONCLUSIONS: Early dapagliflozin during AHF hospitalization is safe and fulfills a component of GDMT optimization. Dapagliflozin was not associated with a statistically significant reduction in weight-based diuretic efficiency but was associated with evidence for enhanced diuresis among patients with AHF. (Efficacy and Safety of Dapagliflozin in Acute Heart Failure [DICTATE-AHF]; NCT04298229).

PMID:38569758 | DOI:10.1016/j.jacc.2024.02.009