Tag: statistics

Front Med (Lausanne). 2024 Feb 28;11:1302710. doi: 10.3389/fmed.2024.1302710. eCollection 2024.

ABSTRACT

BACKGROUND: Currently, integrase inhibitors (INIs)-based ART regimens are the preferred initial therapy for AIDS patients. There is scarce information on the use of dolutegravir (DTG) among late-presenter people living with HIV (PLHIV).

OBJECTIVES: To compare the effect of DTG- or efavirenz (EFV)-based regimens on the outcomes of patients with advanced AIDS.

METHODS: We compared two cohorts of consecutive symptomatic AIDS patients (WHO stage 4, CD4 count<50 cells/mL) starting therapy with DTG-based (2018-2021, prospective cohort) or EFV-based regimens (2013-2016, retrospective cohort) from five Brazilian cities. The main endpoints were early (all-cause) mortality, viral suppression at 24 and 48 weeks, changes in CD4 count, and changes in initial therapy (for any reason).

RESULTS: We included all eligible patients in a consecutive way (in both groups) until we reached 92 individuals per arm. The median baseline CD4 count (20 vs. 21 cells/mL) and the median HIV plasma viral load (5.5 copies/mL log₁₀) were identical across the groups. Viral suppression rates were higher in the DTG group than in the EFV group at 24 (67.4% vs. 42.4%,) and 48 weeks (65.2% vs. 45.7%, p < 0.001 for both comparisons). More patients in the DTG group presented with CD4 > 200 cells/mL compared to the EFV group at 48 weeks (45% vs. 29%, p = 0.03). Treatment changes (ITT, M = F) were significantly more frequent in the EFV group (1% vs. 17%, p < 0.0001). The relative mortality rate was 25% lower in the DTG group, but without statistical significance.

CONCLUSION: We detected a higher rate of virological suppression and greater treatment durability in patients with advanced AIDS treated with DTG than in those treated with EFV.

PMID:38482527 | PMC:PMC10935733 | DOI:10.3389/fmed.2024.1302710

Int J MS Care. 2024 Mar-Apr;26(2):81-88. doi: 10.7224/1537-2073.2023-014. Epub 2024 Mar 11.

ABSTRACT

BACKGROUND: Polypharmacy, or the use of 5 or more daily medications, is common in adults with multiple sclerosis (MS), and is often due to various physical, cognitive, and emotional symptoms. However, research regarding the association between polypharmacy and cognitive outcomes in MS is sparse. Furthermore, individuals with MS often use medications with anticholinergic properties, which are commonly associated with cognitive impairment and other central nervous system adverse effects. Currently, the utility of scales measuring anticholinergic burden in MS is unknown. This study aims to investigate the relationship between polypharmacy, anticholinergic burden, and objective cognitive performance in MS.

METHODS: We recruited 90 individuals with MS during routine visits at an MS specialty clinic in Kansas City. Participants completed a brief, virtual cognitive assessment and answered questions about their health. Participants provided their medication lists from which we determined polypharmacy and scores on several anticholinergic burden scales. Statistical analyses included Spearman correlations and linear regression models.

RESULTS: Approximately 44% of the individuals surveyed met the criteria for polypharmacy. The number of daily medications was negatively correlated with cognitive performance (r_s = -0.45, P < .001). Further, the Drug Burden Index accounted for additional variance in cognitive performance beyond that explained by age, education, MS disease duration, and comorbidities [ΔR² = .12, F(5, 84) = 7.84, P < .001.].

CONCLUSIONS: Clinicians should consider the possible negative consequences of polypharmacy when addressing cognitive concerns in MS. Anticholinergic burden scales may be valuable in this regard. Future investigations could explore behavioral and pharmacological interventions aimed at reducing polypharmacy in MS.

PMID:38482514 | PMC:PMC10930810 | DOI:10.7224/1537-2073.2023-014

Tob Induc Dis. 2024 Mar 13;22. doi: 10.18332/tid/183606. eCollection 2024.

ABSTRACT

INTRODUCTION: Smoking prevalence is high in China, and healthcare workers are important for tobacco control. This study aimed to determine the smoking status, cognition of tobacco hazards, and smoking cessation-related knowledge among respiratory healthcare workers, and to explore their ability to provide smoking cessation assistance.

METHODS: A cross-sectional study was conducted in 2021 among 1028 respiratory healthcare workers from 89 hospitals in Fujian Province, China. A self-designed electronic questionnaire was used to collect data on smoking status, knowledge of smoking hazards, and smoking cessation knowledge. Descriptive statistics were calculated for all questions. Logistic regression analysis was used to explore the relationship between awareness of the tobacco control goals of Healthy China 2030 and demographic characteristics.

RESULTS: Among the healthcare workers surveyed, 3.4% were smokers, all of whom were male. Most respondents (99.4%) were aware of smoking as a cause of lung cancer, but awareness of smoking as a cause of non-respiratory cancer was lower. The awareness rate of smoking cessation support was high (>90%), but only 40.0% of participants were aware of the Healthy China 2030 tobacco control targets. Male (HR=2.16; 95% CI: 1.69-2.80) and participation in the cessation clinic (HR=1.47; 95% CI: 1.10-1.96) were associated with higher awareness of the targets.

CONCLUSIONS: Respiratory healthcare workers in Fujian Province demonstrated a high level of awareness regarding behavioral and pharmacotherapy support for smoking cessation. In order to enable healthcare workers to play a more active role in tobacco control, there is a need to increase public awareness of smoking cessation services in Fujian Province.

PMID:38482507 | PMC:PMC10936556 | DOI:10.18332/tid/183606

J Am Chem Soc. 2024 Mar 13. doi: 10.1021/jacs.4c00374. Online ahead of print.

ABSTRACT

Methods to access chiral sulfur(VI) pharmacophores are of interest in medicinal and synthetic chemistry. We report the desymmetrization of unprotected sulfonimidamides via asymmetric acylation with a cinchona-phosphinate catalyst. The desired products are formed in excellent yield and enantioselectivity with no observed bis-acylation. A data-science-driven approach to substrate scope evaluation was coupled to high throughput experimentation (HTE) to facilitate statistical modeling in order to inform mechanistic studies. Reaction kinetics, catalyst structural studies, and density functional theory (DFT) transition state analysis elucidated the turnover-limiting step to be the collapse of the tetrahedral intermediate and provided key insights into the catalyst-substrate structure-activity relationships responsible for the origin of the enantioselectivity. This study offers a reliable method for accessing enantioenriched sulfonimidamides to propel their application as pharmacophores and serves as an example of the mechanistic insight that can be gleaned from integrating data science and traditional physical organic techniques.

PMID:38480482 | DOI:10.1021/jacs.4c00374

Res Synth Methods. 2024 Mar 13:e1713. doi: 10.1002/jrsm.1713. Online ahead of print.

ABSTRACT

Meta-analysis is a useful tool in clinical research, as it combines the results of multiple clinical studies to improve precision when answering a particular scientific question. While there has been a substantial increase in publications using meta-analysis in various clinical research topics, the number of published meta-analyses in metabolomics is significantly lower compared to other omics disciplines. Metabolomics is the study of small chemical compounds in living organisms, which provides important insights into an organism’s phenotype. However, the wide variety of compounds and the different experimental methods used in metabolomics make it challenging to perform a thorough meta-analysis. Additionally, there is a lack of consensus on reporting statistical estimates, and the high number of compound naming synonyms further complicates the process. Easy-Amanida is a new tool that combines two R packages, “amanida” and “webchem”, to enable meta-analysis of aggregate statistical data, like p-value and fold-change, while ensuring the compounds naming harmonization. The Easy-Amanida app is implemented in Shiny, an R package add-on for interactive web apps, and provides a workflow to optimize the naming combination. This article describes all the steps to perform the meta-analysis using Easy-Amanida, including an illustrative example for interpreting the results. The use of aggregate statistics metrics extends the use of Easy-Amanida beyond the metabolomics field.

PMID:38480474 | DOI:10.1002/jrsm.1713

Proc Inst Mech Eng H. 2024 Mar 13:9544119241232286. doi: 10.1177/09544119241232286. Online ahead of print.

ABSTRACT

In vitro studies investigating the effect of high physiological compressive loads on the intervertebral disc mechanics as well as on its recovery are rare. Moreover, the osmolarity effect on the disc viscoelastic behavior following an overloading is far from being studied. This study aims to determine whether a compressive loading-unloading cycle exceeding physiological limits could be detrimental to the cervical disc, and to examine the chemo-mechanical dependence of this overloading effect. Cervical functional spine units were subjected to a compressive loading-unloading cycle at a high physiological level (displacement of 2.5 mm). The overloading effect on the disc viscoelastic behavior was evaluated through two relaxation tests conducted before and after cyclic loading. Afterward, the disc was unloaded in a saline bath during a rest period, and its recovery response was assessed by a third relaxation test. The chemo-mechanical coupling in the disc response was further examined by repeating this protocol with three different saline concentrations in the external fluid bath. It was found that overloading significantly alters the disc viscoelastic response, with changes statistically dependent on osmolarity conditions. The applied hyper-physiological compressive cycle does not cause damage since the disc recovers its original viscoelastic behavior following a rest period. Osmotic loading only influences the loading-unloading response; specifically, increasing fluid osmolarity leads to a decrease in disc relaxation after the applied cycle. However, the disc recovery is not impacted by the osmolarity of the external fluid.

PMID:38480472 | DOI:10.1177/09544119241232286

Eur Urol. 2024 Mar 12:S0302-2838(24)02140-7. doi: 10.1016/j.eururo.2024.01.033. Online ahead of print.

NO ABSTRACT

PMID:38480110 | DOI:10.1016/j.eururo.2024.01.033

Vaccine. 2024 Mar 12:S0264-410X(24)00259-7. doi: 10.1016/j.vaccine.2024.02.083. Online ahead of print.

ABSTRACT

BACKGROUND: Following the global mpox outbreak in 2022, multiple regions in Asia have been reporting ongoing mpox cases within high-risk groups, including gay, bisexual, and other men who have sex with men (GBMSM). An optimal level of vaccination rate is essential to prevent further mpox outbreaks. However, no existing studies have examined mpox vaccine uptake among GBMSM in East Asia.

METHODS: A cross-sectional survey was conducted among a sample of 531 GBMSM in Hong Kong, China, between March and October 2023. The study used multivariable logistic regression models to investigate the associations between mpox-related disease perceptions, exposures to sources and contents of mpox-related information, and mpox vaccine uptake.

RESULTS: The prevalence of mpox vaccine uptake among GBMSM in Hong Kong was 21.7%, with 7.7% completing one dose and 13.9% completing two doses. GBMSM who were younger or earning less monthly income were less likely to have been vaccinated. After adjusting for confounding variables, participants who perceived more negative impacts on their lives if they were to contract mpox, more severe symptoms, and a more coherent understanding of mpox were positively associated with mpox vaccine uptake. In addition, more frequent exposure to information through the following sources: TV, newspaper, radio and posters, government websites, news websites or apps, other people’s social media, and communication over the phone or face-to-face was positively associated with mpox vaccine uptake. Finally, more frequent exposure to the following information contents: mpox statistics from other countries, the Hong Kong government’s responses to mpox cases, negative information about patients with mpox, and information on prevention and treatment of mpox were positively associated with mpox vaccine uptake.

CONCLUSIONS: This study provides timely and evidence-based implications to address health communication and messaging needs in promoting mpox vaccination among GBMSM in Hong Kong, relevant to regions with similar sociocultural contexts.

PMID:38480102 | DOI:10.1016/j.vaccine.2024.02.083

HPB (Oxford). 2024 Feb 13:S1365-182X(24)00027-3. doi: 10.1016/j.hpb.2024.02.008. Online ahead of print.

ABSTRACT

BACKGROUND: Optimisation of the future liver remnant (FLR) is crucial to outcomes of extended liver resections. This study aimed to assess the quality of the FLR before and after dual vein embolization (DVE) by quantitative multiparametric MRI.

METHODS: Of 100 patients with liver metastases recruited in a clinical trial (Precision1:NCT04597710), ten consecutive patients with insufficient FLR underwent quantitative multiparametric MRI pre- and post-DVE (right portal and hepatic vein). FLR volume, liver fibro-inflammation (corrected T1) scores and fat percentage (proton density fat fraction, PDFF) were determined. Patient metrics were compared by Wilcoxon signed-rank test and statistical analysis done using R software.

RESULTS: All patients underwent uncomplicated DVE with improvement in liver remnant health, median 37 days after DVE: cT1 scores reduced from median (interquartile range) 790 ms (753-833 ms) to 741 ms (708-760 ms) p = 0.014 [healthy range <795 ms], as did PDFF from 11% (4-21%), to 3% (2-12%) p = 0.017 [healthy range <5.6%]. There was a significant increase in median (interquartile range) FLR volume from 33% (30-37%)% to 49% (44-52%), p = 0.002.

CONCLUSION: This non-invasive and reproducible MRI technique showed improvement in volume and quality of the FLR after DVE. This is a significant advance in our understanding of how to prevent liver failure in patients undergoing major liver surgery.

PMID:38480098 | DOI:10.1016/j.hpb.2024.02.008

Pain Manag Nurs. 2024 Mar 12:S1524-9042(24)00019-5. doi: 10.1016/j.pmn.2024.02.009. Online ahead of print.

ABSTRACT

OBJECTIVE: This study aims to investigate the effect of an educational intervention on cancer patients receiving palliative care and their caregivers concerning symptom management and family needs.

METHODS: This study involved 120 participants-60 cancer patients and their respective caregivers-divided into intervention and control groups. Over a 2-week period, the intervention group received a comprehensive educational program focusing on symptom management, while the control group did not receive any educational intervention. The Edmonton Symptom Assessment System (ESAS) and Palliative Performance Scale (PPS) were used to assess patients’ symptoms, their intensity, and performance, while the Family Need Scale (FNS) was utilized to evaluate caregivers’ needs. These assessments were conducted at the beginning and end of the study. Primary outcomes focused on symptom assessment using ESAS and PPS, along with evaluating caregivers’ needs through FNS. Secondary outcomes involved assessing participant satisfaction with the intervention.

RESULTS: At the end of the study, comparing initial and second evaluations, both ESAS and PPS scores significantly increased in the intervention and control groups (p = .003, p = .002, respectively). Additionally, a statistically significant decrease in the severity of symptoms, except for lethargy/hypokinesis, was observed in the intervention group compared to the control group. The FNS scale indicated that family needs satisfaction was higher in the intervention group compared to the control group. The data obtained demonstrated that there was a reduction the pain, fatigue, depression, anxiety, drowsiness, and shortness of breath levels in the intervention group compared to the control group, but there was no significant difference other than these symptoms.

CONCLUSIONS: The educational intervention positively impacted symptom management and family needs. Optimizing symptom control would greatly benefit palliative care patients and their caregivers.

PMID:38480085 | DOI:10.1016/j.pmn.2024.02.009