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Nevin Manimala Statistics

Quality of anticoagulant control and patient experience associated with long-term warfarin in Canadian patients with non-valvular atrial fibrillation: A multicentre, prospective study

PLoS One. 2023 Apr 18;18(4):e0284425. doi: 10.1371/journal.pone.0284425. eCollection 2023.

ABSTRACT

BACKGROUND: Despite the fact that direct oral anticoagulants (DOACs) are favoured over warfarin for stroke prevention in patients with non-valvular atrial fibrillation (NVAF), physicians need to maintain competence in using and monitoring warfarin since many patients have contraindications or other barriers to using DOACs. Unlike DOACs, warfarin therapy requires regular blood testing to ensure that it is within a target range to ensure efficacy and safety. There is limited real-world data on the adequacy of warfarin control and the cost and burden of monitoring warfarin therapy in Canadian NVAF patients.

OBJECTIVES: In a large cohort of Canadian patients with NVAF on warfarin we assessed time in therapeutic range (TTR), determinants of TTR, process of care, direct costs, health related quality of life and loss of work time and productivity related to warfarin therapy.

METHODS: Five hundred and fifty one patients with NVAF, either newly initiated or stable on warfarin were prospectively enrolled across 9 Canadian provinces from primary care practices and anticoagulant clinics. Participating physicians provided baseline demographic and medical information. Patients completed diaries for 48 weeks, capturing information about International Normalized Ratio (INR) test results, test locations, process of INR monitoring, direct costs of travel, health-related quality of life and work productivity measures. TTR was estimated using linear interpolation of INR results and linear regression used to investigate associations between TTR and factors (defined a priori).

RESULTS: Four hundred and eighty (87.1%) patients had complete follow-up with an overall TTR of 74.4% based on 7,175 physician-reported INR values from 501 patients. 88% of this cohort were monitored through routine medical care (RMC). The average number of INRs per patient during the 48-week period was 14.1 (standard deviation (SD) = 8.3) tests with a mean duration of 23.8 (SD = 11.1) days between tests. We did not find a relationship between TTR and age, sex, presence of major comorbidities, patient’s province of residence or rural vs. urban residence. 12% of patients monitored through anticoagulant clinics had significantly better TTR than patients monitored through RMC (82% vs. 74%; 95% confidence interval: -13.8, -1.2; p = 0.02). Health related quality of life utility values were high and remained consistent throughout the study. The majority of patients reported no impact on either work productivity or impairment of regular activities due to being on long-term warfarin treatment.

CONCLUSIONS: We showed excellent overall TTR in an observed Canadian cohort, with monitoring through a dedicated anticoagulant clinic being associated with a statistically and clinically significant improvement in TTR. The burden of warfarin therapy on patients’ health related quality of life or daily work and activities was low.

PMID:37071625 | DOI:10.1371/journal.pone.0284425

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Nevin Manimala Statistics

Influence of musical context on sensorimotor synchronization in classical ballet solo dance

PLoS One. 2023 Apr 18;18(4):e0284387. doi: 10.1371/journal.pone.0284387. eCollection 2023.

ABSTRACT

Several studies have addressed motor coordination in dance, but few have addressed the influence of musical context on micro-timing during sensorimotor synchronization (SMS) in classical ballet. In this study, we analyze the Promenade in Arabesque of the Odile variations, first as a dance-music fragment non-embedded in a musical context, then as a dance-music fragment embedded in a musical context at two different instances. Given the musical structure of the fragments, there are repeats of patterns between and within the fragments. Four dancers were invited to perform the three fragments in twelve successive performances. The beats of the music were extracted and compared with the timing of the dancers’ heel movements, using circular-linear smooth regression modelling, and circular statistics. The results reveal an effect of repeat within fragments, and an effect of musical context between fragments, on micro-timing anticipation in SMS. The methodology offers a framework for future work on dynamical aspects of SMS.

PMID:37071622 | DOI:10.1371/journal.pone.0284387

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Nevin Manimala Statistics

Identifying optimal first-line immune checkpoint inhibitors based regiments for advanced non-small cell lung cancer without oncogenic driver mutations: A systematic review and network meta-analysis

PLoS One. 2023 Apr 18;18(4):e0283719. doi: 10.1371/journal.pone.0283719. eCollection 2023.

ABSTRACT

BACKGROUND: Immune checkpoint inhibitors (ICIs) have changed the treatment pattern of advanced and metastatic NSCLC. A series of ICI based therapies have emerged in the first-line treatment field, but the comparative efficacy was unclear.

METHOD: We searched multiple databases and abstracts of major conference proceedings up to Apri1, 2022 for phase III randomised trials of advanced driver-gene wild type NSCLC patients receiving first-line therapy. Outcomes analyzed included progression free survival (PFS), overall survival (OS), and et al.

RESULTS: Thirty-two double-blind RCTs were included, involving 18,656 patients assigned to 22 ICI-based first-line regimens. A series of ICI regiments (including ICI plus chemotherapy), ICI monotherapy, doublet ICIs, doublet ICIs plus chemotherapy) emerged, and showed significant PFS and OS benefit than chemotherapy and chemotherapy + bevacizumab (BEV) for advanced wild-type NSCLC. In comprehensive terms of PFS, chemoimmunotherapy (CIT) were significantly more effective than ICI monotherapy and doublet ICIs. In terms of OS for patients with non-squamous NSCLC, pembrolizumab containing CIT was associated with a median rank of the best regimens, and followed by Atezolizumab+BEV based CIT; while for OS in patients with squamous NSCLC, Cemiplimab and sintilimab based CIT were the most effective regimens. For more than 2 years follow-up, the atezolizumab, pembrolizumab, nivolumab and durvalumab containing ICI therapy all provide a durable long-term OS benefit over chemotherapy and BEV + chemotherapy.

CONCLUSIONS: The findings of the present NMA represent the most comprehensive evidence, which might suggest or provide basis for first-line ICI therapy decision for advanced NSCLC patients without oncogenic driver mutations.

PMID:37071610 | DOI:10.1371/journal.pone.0283719

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Nevin Manimala Statistics

Corrigendum to: Efficacy and acceptability of ‘nudges’ aimed at promoting pre-exposure prophylaxis (PrEP) use: a survey of overseas born men who have sex with men

Sex Health. 2023 Apr;20(2):180. doi: 10.1071/SH22113_CO.

ABSTRACT

BACKGROUND: This study explores the potential for behavioural economics techniques called ‘nudges’ to encourage the use of HIV pre-exposure prophylaxis (PrEP) by overseas-born men who have sex with men (MSM) in Australia. We investigated the preferences of overseas-born MSM for different nudges and the effect of nudges on reported likelihood of seeking information about PrEP.

METHODS: We conducted an online survey of overseas-born MSM, in which they were asked: (1) how likely they and a relevant friend would be to click on PrEP advertisements that used behavioural economics strategies; and (2) what they most and least liked about each ad. We conducted ordered logistic regression of reported likelihood scores against participant age and sexual orientation, use of a model in an advertisement, use of statistics about PrEP, reference to the World Health Organization (WHO), rewards for seeking further information, and use of a call-to-action.

RESULTS: Participants (n =324) reported higher likelihoods of clicking on advertisements with images of people, statistics about PrEP, rewards for seeking further information, and calls-to-action. They reported lower likelihoods of clicking on advertisements referencing the WHO. They had negative emotional responses to sexualised humour, gambling metaphors, and the slogan ‘Live Fearlessly’.

CONCLUSIONS: Overseas-born MSM prefer public health messages that feature representative messengers and statistics about PrEP. These preferences are consistent with previous data on descriptive norms (i.e. statistics about the number of peers doing the desired behaviour) and gain-framed information (i.e. focusing on what can be gained from an intervention).

PMID:37071575 | DOI:10.1071/SH22113_CO

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Nevin Manimala Statistics

The relationship between dietary profile and adherence to the Mediterranean diet with EDSS and quality of life in multiple sclerosis patients: a retrospective cross-sectional study

Nutr Neurosci. 2023 Apr 18:1-9. doi: 10.1080/1028415X.2023.2201026. Online ahead of print.

ABSTRACT

BACKGROUND: Multiple sclerosis (MS), one of the main neurological causes of disability seen at young ages, affects the quality of life of patients. Studies on which dietary pattern or consumption of food groups may have an impact on quality of life for MS patients are insufficient. The study was conducted to determine the relationship between adherence to Mediterranean diet and consumption levels of food groups on quality of life in multiple sclerosis patients.

METHODS: This study was conducted with 95 patients, 76 females and 19 males, aged 18-65 years, who had been diagnosed with MS for at least 2 years and did not have any other chronic disease. Food Frequency Questionnaire, Mediterranean Diet Adherence Screener (MEDAS), Expanded Disability Status Scale (EDSS) and Multiple Sclerosis Quality of Life-54 Instrument (MS-QoL-54) used as tools. Data were analyzed by SPSS 25.0.

RESULTS: Adherence to the Mediterranean diet was associated with EDSS and physical and mental quality of life parameters (CPH and CMH), independent of progression. It was associated with EDSS and CMH in progressive MS. A statistically significant negative weak correlation was found between daily milk and oilseed consumption and EDSS. Daily fruit consumption was associated with CMH, and vegetable consumption was associated with both CPH and CMH.

CONCLUSIONS: The Mediterranean diet may be an effective nutritional model in MS patients and may be related to the disability level and quality of life of the patients. Some food groups can be associated with the quality of life and disability level of MS patients.

PMID:37071567 | DOI:10.1080/1028415X.2023.2201026

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Nevin Manimala Statistics

Stochastic analysis and control for a delayed Hepatitis B epidemic model

Comput Methods Biomech Biomed Engin. 2023 Apr 18:1-17. doi: 10.1080/10255842.2023.2199900. Online ahead of print.

ABSTRACT

Considering the time delay originating from a certain incubation period or asymptomatic state, we propose a delayed epidemic system within the noisy environment of the hepatitis B virus to analyze the mechanism of disease transmission and elucidate how to control it by applying the strategy of vaccinating and treatment. Applying stochastic Lyapunov functional theory, we first construct an integral Lyapunov function coupling the time delay and stochastic fluctuation to investigate whether there exists a unique global solution to the model. Next, we yield the threshold condition for controlling disease extinction, and persistence, as well as its stationary distribution. Governed by these sufficient conditions, we study the existence of optimal control solutions in deterministic and stochastic scenarios to uncover how to accelerate disease extinction through vaccination and treatment. The results indicate that the time delay will prolong the duration of the disease for the original system but suppress the peak value of HBV in the controlled system. Finally, we verify the versatility of theoretical results by numerical simulations. These results will effectively decipher the importance of the time delay in the control of hepatitis B.

PMID:37071542 | DOI:10.1080/10255842.2023.2199900

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Nevin Manimala Statistics

Boosting Night-time Scene Parsing with Learnable Frequency

IEEE Trans Image Process. 2023 Apr 18;PP. doi: 10.1109/TIP.2023.3267044. Online ahead of print.

ABSTRACT

Night-Time Scene Parsing (NTSP) is essential to many vision applications, especially for autonomous driving. Most of the existing methods are proposed for day-time scene parsing. They rely on modeling pixel intensity-based spatial contextual cues under even illumination. Hence, these methods do not perform well in night-time scenes as such spatial contextual cues are buried in the over-/under-exposed regions in night-time scenes. In this paper, we first conduct an image frequency-based statistical experiment to interpret the day-time and night-time scene discrepancies. We find that image frequency distributions differ significantly between day-time and night-time scenes, and understanding such frequency distributions is critical to NTSP problem. Based on this, we propose to exploit the image frequency distributions for night-time scene parsing. First, we propose a Learnable Frequency Encoder (LFE) to model the relationship between different frequency coefficients to measure all frequency components dynamically. Second, we propose a Spatial Frequency Fusion module (SFF) that fuses both spatial and frequency information to guide the extraction of spatial context features. Extensive experiments show that our method performs favorably against the state-of-the-art methods on the NightCity, NightCity+ and BDD100K-night datasets. In addition, we demonstrate that our method can be applied to existing day-time scene parsing methods and boost their performance on night-time scenes. The code is available at https://github.com/wangsen99/FDLNet.

PMID:37071518 | DOI:10.1109/TIP.2023.3267044

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Nevin Manimala Statistics

Clinical feasibility of MRI-based synthetic CT imaging in the diagnosis of lumbar disc herniation: a comparative study

Acta Radiol. 2023 Apr 18:2841851231169173. doi: 10.1177/02841851231169173. Online ahead of print.

ABSTRACT

BACKGROUND: Computed tomography (CT) and magnetic resonance imaging (MRI) are indicated for use in preoperative planning and may complicate diagnosis and place a burden on patients with lumbar disc herniation.

PURPOSE: To investigate the diagnostic potential of MRI-based synthetic CT with conventional CT in the diagnosis of lumbar disc herniation.

MATERIAL AND METHODS: After obtaining prior institutional review board approval, 19 patients who underwent conventional and synthetic CT imaging were enrolled in this prospective study. Synthetic CT images were generated from the MRI data using U-net. The two sets of images were compared and analyzed qualitatively by two musculoskeletal radiologists. The images were rated on a 4-point scale to determine their subjective quality. The agreement between the conventional and synthetic images for a diagnosis of lumbar disc herniation was determined independently using the kappa statistic. The diagnostic performances of conventional and synthetic CT images were evaluated for sensitivity, specificity, and accuracy, and the consensual results based on T2-weighted imaging were employed as the reference standard.

RESULTS: The inter-reader and intra-reader agreement were almost moderate for all evaluated modalities (κ = 0.57-0.79 and 0.47-0.75, respectively). The sensitivity, specificity, and accuracy for detecting lumbar disc herniation were similar for synthetic and conventional CT images (synthetic vs. conventional, reader 1: sensitivity = 91% vs. 81%, specificity = 83% vs. 100%, accuracy = 87% vs. 91%; P < 0.001; reader 2: sensitivity = 84% vs. 81%, specificity = 85% vs. 98%, accuracy = 84% vs. 90%; P < 0.001).

CONCLUSION: Synthetic CT images can be used in the diagnostics of lumbar disc herniation.

PMID:37071506 | DOI:10.1177/02841851231169173

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Nevin Manimala Statistics

Effect of sacubitril/valsartan or valsartan on ventricular remodeling and myocardial fibrosis in perimenopausal women with hypertension

J Hypertens. 2023 Apr 18. doi: 10.1097/HJH.0000000000003430. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate the impact of sacubitril/valsartan on blood pressure (BP), ventricular structure, and myocardial fibrosis compared with valsartan in perimenopausal hypertensive women.

METHODS: This prospective, randomized, actively controlled, open-label study included 292 women with perimenopausal hypertension. They were randomly divided into two groups: sacubitril/valsartan 200 mg once daily and valsartan 160 mg once daily for 24 weeks. The relevant indicators of ambulatory BP, echocardiography, and myocardial fibrosis regulation were assessed at baseline and at 24 weeks.

RESULTS: The 24-h mean SBP after 24 weeks of treatment was 120.08 ± 10.47 mmHg in the sacubitril/valsartan group versus 121.00 ± 9.76 mmHg in the valsartan group (P = 0.457). After 24 weeks of treatment, there was no difference in central SBP between the sacubitril/valsartan and valsartan groups (117.17 ± 11.63 versus 116.38 ± 11.58, P = 0.568). LVMI in the sacubitril/valsartan group was lower than that in the valsartan group at week 24 (P = 0.009). LVMI decreased by 7.23 g/m2 from the baseline in the sacubitril/valsartan group and 3.70 g/m2 in the valsartan group at 24 weeks (P = 0.000 versus 0.017). A statistically significant difference in LVMI between the two groups was observed at 24 weeks after adjusting for the baseline LVMI (P = 0.001). The levels of α-smooth muscle actin (α-SMA), connective tissue growth factor (CT-GF) and transforming growth factor-β (TGF-β) were reduced in the sacubitril/valsartan group compared with the baseline (P = 0.000, 0.005, and 0.000). LVMI between the two groups was statistically significant at 24 weeks after correcting for confounding factors 24-h mean SBP and 24-h mean DBP (P = 0.005). The LVMI, serum TGF-β, α-SMA, and CT-GF remained statistically significant between the two groups after further correcting the factors of age, BMI, and sex hormone levels (P < 0.05).

CONCLUSION: Sacubitril/valsartan could reverse ventricular remodeling more effectively than valsartan. The different effects of these two therapies on ventricular remodeling in perimenopausal hypertensive women might be because of their different effects on the down-regulation of fibrosis-related factors.

PMID:37071432 | DOI:10.1097/HJH.0000000000003430

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Nevin Manimala Statistics

Factors Associated With Knowledge and Experience of Self-managed Abortion Among Patients Seeking Care at 49 US Abortion Clinics

JAMA Netw Open. 2023 Apr 3;6(4):e238701. doi: 10.1001/jamanetworkopen.2023.8701.

ABSTRACT

IMPORTANCE: Patients attending US abortion clinics may consider or try self-managing their abortion before coming to the clinic, yet little is known about the factors associated with self-management behavior.

OBJECTIVE: To examine the prevalence and factors associated with considering or attempting a self-managed abortion before attending a clinic.

DESIGN, SETTING, AND PARTICIPANTS: This survey study included patients obtaining an abortion at 49 independent, Planned Parenthood, and academic-affiliated clinics chosen to maximize diversity in geographic, state policy, and demographic context in 29 states between December 2018 and May 2020. Data were analyzed from December 2020 to July 2021.

EXPOSURES: Obtaining an abortion at a clinic.

MAIN OUTCOMES AND MEASURES: Knowledge of medications used to self-manage an abortion, having considered medication self-management before attending the clinic, having considered any method of self-management before attending the clinic, and having tried any method of self-management before attending the clinic.

RESULTS: The study included 19 830 patients, of which 99.6.% (17 823 patients) identified as female; 60.9% (11 834 patients) were aged 20 to 29 years; 29.6% (5824 patients) identified as Black, 19.3% (3799 patients) as Hispanic, and 36.0% (7095 patients) as non-Hispanic White; 44.1% (8252 patients) received social services; and 78.3% (15 197 patients) were 10 weeks pregnant or less. Approximately 1 in 3 (34%) knew about self-managed medication abortion, and among this subsample of 6750 patients, 1 in 6 (1079 patients [16.1%]) had considered using medications to self-manage before attending the clinic. Among the full sample, 1 in 8 (11.7%) considered self-managing using any method before clinic attendance, and among this subsample of 2328 patients, almost 1 in 3 (670 patients [28.8%]) attempted to do so. Preference for at-home abortion care was associated with considering medication self-management (odds ratio [OR], 3.52; 95% CI, 2.94-4.21), considering any method of self-management (OR, 2.80; 95% CI, 2.50-3.13), and attempting any method of self-management (OR, 1.37; 95% CI, 1.10-1.69). Experiencing clinic access barriers was also associated with considering medication self-management (OR, 1.98; 95% CI, 1.69-2.32) and considering any method of self-management (OR, 2.09; 95% CI, 1.89-2.32).

CONCLUSIONS AND RELEVANCE: In this survey study, considering self-managed abortion was common before accessing in-clinic care, particularly among those on the margins of access or with a preference for at-home care. These findings suggest a need for expanded access to telemedicine and other decentralized abortion care models.

PMID:37071424 | DOI:10.1001/jamanetworkopen.2023.8701